Triple

T13289134
Position Surface form Disambiguated ID Type / Status
Subject Lean In: Women, Work, and the Will to Lead E316520 entity
Predicate chapterIncludes P6720 FINISHED
Object "The Leadership Ambition Gap"
"The Leadership Ambition Gap" is a chapter in Sheryl Sandberg’s book *Lean In* that explores why women often appear less ambitious than men in pursuing leadership roles and how social and structural factors contribute to this disparity.
E1033020 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: "The Leadership Ambition Gap" | Statement: [Lean In: Women, Work, and the Will to Lead, chapterIncludes, "The Leadership Ambition Gap"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "The Leadership Ambition Gap"
Context triple: [Lean In: Women, Work, and the Will to Lead, chapterIncludes, "The Leadership Ambition Gap"]
  • A. The Contrarian’s Guide to Leadership
    The Contrarian’s Guide to Leadership is a management and leadership book that challenges conventional wisdom by offering unconventional, experience-based advice for effective leadership in complex organizations.
  • B. Leadership BS: Fixing Workplaces and Careers One Truth at a Time
    "Leadership BS: Fixing Workplaces and Careers One Truth at a Time" is a critical book by organizational theorist Jeffrey Pfeffer that challenges popular leadership myths and exposes how common management practices often harm employees and organizations.
  • C. Beyond the Summit: Setting and Surpassing Extraordinary Business Goals
    "Beyond the Summit: Setting and Surpassing Extraordinary Business Goals" is a business and leadership book that uses mountaineering lessons and high-altitude experiences as metaphors to teach readers how to define, pursue, and exceed ambitious professional objectives.
  • D. A Time to Lead
    A Time to Lead is a political and military memoir by retired U.S. Army General Wesley Clark, reflecting on his career and views on leadership and national security.
  • E. Matrix of Leadership
    The Matrix of Leadership is a powerful and ancient Autobot artifact in the Transformers universe, traditionally carried by Optimus Prime and symbolizing ultimate wisdom, authority, and the power to light the Autobots’ darkest hour.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: "The Leadership Ambition Gap"
Triple: [Lean In: Women, Work, and the Will to Lead, chapterIncludes, "The Leadership Ambition Gap"]
Generated description
"The Leadership Ambition Gap" is a chapter in Sheryl Sandberg’s book *Lean In* that explores why women often appear less ambitious than men in pursuing leadership roles and how social and structural factors contribute to this disparity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "The Leadership Ambition Gap"
Target entity description: "The Leadership Ambition Gap" is a chapter in Sheryl Sandberg’s book *Lean In* that explores why women often appear less ambitious than men in pursuing leadership roles and how social and structural factors contribute to this disparity.
  • A. The Contrarian’s Guide to Leadership
    The Contrarian’s Guide to Leadership is a management and leadership book that challenges conventional wisdom by offering unconventional, experience-based advice for effective leadership in complex organizations.
  • B. Leadership BS: Fixing Workplaces and Careers One Truth at a Time
    "Leadership BS: Fixing Workplaces and Careers One Truth at a Time" is a critical book by organizational theorist Jeffrey Pfeffer that challenges popular leadership myths and exposes how common management practices often harm employees and organizations.
  • C. Beyond the Summit: Setting and Surpassing Extraordinary Business Goals
    "Beyond the Summit: Setting and Surpassing Extraordinary Business Goals" is a business and leadership book that uses mountaineering lessons and high-altitude experiences as metaphors to teach readers how to define, pursue, and exceed ambitious professional objectives.
  • D. A Time to Lead
    A Time to Lead is a political and military memoir by retired U.S. Army General Wesley Clark, reflecting on his career and views on leadership and national security.
  • E. Matrix of Leadership
    The Matrix of Leadership is a powerful and ancient Autobot artifact in the Transformers universe, traditionally carried by Optimus Prime and symbolizing ultimate wisdom, authority, and the power to light the Autobots’ darkest hour.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: chapterIncludes
Context triple: [Lean In: Women, Work, and the Will to Lead, chapterIncludes, "The Leadership Ambition Gap"]
  • A. chapterOn
    Indicates that one entity (typically a chapter) is about, discusses, or focuses on the subject represented by another entity.
  • B. containsChapter chosen
    Indicates that one entity (typically a larger work or document) includes another entity as a chapter within its structure.
  • C. includes
    Indicates that one entity contains, encompasses, or has another entity as a part, member, or subset.
  • D. chapterType
    Indicates the specific kind or category of a chapter within a larger work or document.
  • E. chapterAfter
    Indicates that one chapter directly follows another in a sequential ordering.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99cfdc9388190af1fdd3cd4717bd8 completed April 11, 2026, 12:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716d4a6f48190a2020e11e887be2e completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f717b7b6dc8190ab323c1926dd9adb completed May 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69f7186b6218819096c67e9dd9af609f completed May 3, 2026, 9:42 a.m.
PD Predicate disambiguation batch_69d98f6535688190a5a4549b7be2d611 completed April 11, 2026, 12:01 a.m.
Created at: April 9, 2026, 9:27 p.m.