Triple

T838720
Position Surface form Disambiguated ID Type / Status
Subject Stephen Crane E18127 entity
Predicate wrote P2831 FINISHED
Object Active Service
"Active Service" is a lesser-known novel by American author Stephen Crane that explores themes of war, duty, and personal transformation.
E100538 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: Active Service | Statement: [Stephen Crane, wrote, Active Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Active Service
Context triple: [Stephen Crane, wrote, Active Service]
  • A. Active Cosmetics Division
    Active Cosmetics Division is a L'Oréal business unit specializing in dermatological skincare brands often distributed through pharmacies and healthcare professionals.
  • B. SVC
    SVC is scikit-learn’s implementation of a Support Vector Machine classifier used for supervised learning tasks such as binary and multiclass classification.
  • C. Service Broker
    Service Broker is a SQL Server feature that provides native support for reliable, asynchronous messaging and queuing within database applications.
  • D. Internal Military Service
    Internal Military Service was a security and military police formation within the Polish People’s Army responsible for internal order, discipline, and political control in communist-era Poland.
  • E. CHED
    CHED is the commonly used abbreviation for the Division of Chemical Education, a professional organization focused on advancing the teaching and learning of chemistry.
  • 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: Active Service
Triple: [Stephen Crane, wrote, Active Service]
Generated description
"Active Service" is a lesser-known novel by American author Stephen Crane that explores themes of war, duty, and personal transformation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Active Service
Target entity description: "Active Service" is a lesser-known novel by American author Stephen Crane that explores themes of war, duty, and personal transformation.
  • A. Active Cosmetics Division
    Active Cosmetics Division is a L'Oréal business unit specializing in dermatological skincare brands often distributed through pharmacies and healthcare professionals.
  • B. SVC
    SVC is scikit-learn’s implementation of a Support Vector Machine classifier used for supervised learning tasks such as binary and multiclass classification.
  • C. Service Broker
    Service Broker is a SQL Server feature that provides native support for reliable, asynchronous messaging and queuing within database applications.
  • D. Internal Military Service
    Internal Military Service was a security and military police formation within the Polish People’s Army responsible for internal order, discipline, and political control in communist-era Poland.
  • E. CHED
    CHED is the commonly used abbreviation for the Division of Chemical Education, a professional organization focused on advancing the teaching and learning of chemistry.
  • 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_69a49389f44881909a608fb27d89f247 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4abd0e8bc8190afe29cd4745c2f86 completed March 1, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7929860f081909c86f84d7cfe6acb completed March 4, 2026, 2:02 a.m.
NEDg Description generation batch_69a796370f388190b23cd19cc3fa5a3b completed March 4, 2026, 2:17 a.m.
NED2 Entity disambiguation (via description) batch_69a796bee5388190ab0abf0bfa08ad97 completed March 4, 2026, 2:19 a.m.
Created at: March 1, 2026, 7:38 p.m.