Triple
T9577758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James N. Mattis |
E231086
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Call Sign Chaos: Learning to Lead
Call Sign Chaos: Learning to Lead is a memoir and leadership book by retired U.S. Marine Corps General and former U.S. Secretary of Defense James N. Mattis, reflecting on his military career and lessons in command.
|
E809254
|
NE FINISHED |
How this triple was built (4 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: Call Sign Chaos: Learning to Lead | Statement: [James N. Mattis, notableWork, Call Sign Chaos: Learning to Lead]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Call Sign Chaos: Learning to Lead Context triple: [James N. Mattis, notableWork, Call Sign Chaos: Learning to Lead]
-
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 in Turbulent Times
Leadership in Turbulent Times is a historical study by Doris Kearns Goodwin that examines how four U.S. presidents—Abraham Lincoln, Theodore Roosevelt, Franklin D. Roosevelt, and Lyndon B. Johnson—confronted and led through periods of national crisis.
-
C.
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.
-
D.
Follow the Leader
"Follow the Leader" is a popular reggaeton and dance track by Wisin & Yandel featuring Jennifer Lopez that achieved international success in the early 2010s.
-
E.
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.
- 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: Call Sign Chaos: Learning to Lead Triple: [James N. Mattis, notableWork, Call Sign Chaos: Learning to Lead]
Generated description
Call Sign Chaos: Learning to Lead is a memoir and leadership book by retired U.S. Marine Corps General and former U.S. Secretary of Defense James N. Mattis, reflecting on his military career and lessons in command.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Call Sign Chaos: Learning to Lead Target entity description: Call Sign Chaos: Learning to Lead is a memoir and leadership book by retired U.S. Marine Corps General and former U.S. Secretary of Defense James N. Mattis, reflecting on his military career and lessons in command.
-
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 in Turbulent Times
Leadership in Turbulent Times is a historical study by Doris Kearns Goodwin that examines how four U.S. presidents—Abraham Lincoln, Theodore Roosevelt, Franklin D. Roosevelt, and Lyndon B. Johnson—confronted and led through periods of national crisis.
-
C.
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.
-
D.
Follow the Leader
"Follow the Leader" is a popular reggaeton and dance track by Wisin & Yandel featuring Jennifer Lopez that achieved international success in the early 2010s.
-
E.
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.
- F. None of above. chosen
Provenance (5 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_69ca848091c48190bc313d6620d09555 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99ad7d108190a0b8c975351ea727 |
completed | April 1, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d16155b3288190ac135c3a1e58cc7e |
completed | April 4, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69d161e6a1308190932c8386e1c24f2e |
completed | April 4, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d165a8c80081909e4d0837cbaabf95 |
completed | April 4, 2026, 7:25 p.m. |
Created at: March 30, 2026, 8:05 p.m.