Triple

T15615004
Position Surface form Disambiguated ID Type / Status
Subject Lincoln Battalion E375389 entity
Predicate notableVolunteer P114544 FINISHED
Object Oliver Law
Oliver Law was an African American labor organizer and soldier who became the first Black commander of an integrated American military unit while leading the Abraham Lincoln Battalion in the Spanish Civil War.
E1165944 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: Oliver Law | Statement: [Lincoln Battalion, notableVolunteer, Oliver Law]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oliver Law
Context triple: [Lincoln Battalion, notableVolunteer, Oliver Law]
  • A. Andrew Laws
    Andrew Laws is a film and television production designer and art director known for his work on stylized, visually distinctive projects such as the romantic comedy "Down with Love."
  • B. Oliver Marchant
    Oliver Marchant is a central character in Helen Fielding’s novel "Cause Celeb," involved in the world of celebrity and humanitarian aid.
  • C. Oliver Hill
    Oliver Hill was a prominent 20th-century British architect and designer known for his modernist and Art Deco buildings, particularly in seaside resorts and country houses.
  • D. Robert Oliver
    Robert Oliver is known primarily as an early husband of Barbara Marx, who later married Frank Sinatra.
  • E. Stephen Oliver
    Stephen Oliver is an Anglican clergyman who formerly served as the Bishop of Stepney in the Church of England.
  • 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: Oliver Law
Triple: [Lincoln Battalion, notableVolunteer, Oliver Law]
Generated description
Oliver Law was an African American labor organizer and soldier who became the first Black commander of an integrated American military unit while leading the Abraham Lincoln Battalion in the Spanish Civil War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oliver Law
Target entity description: Oliver Law was an African American labor organizer and soldier who became the first Black commander of an integrated American military unit while leading the Abraham Lincoln Battalion in the Spanish Civil War.
  • A. Andrew Laws
    Andrew Laws is a film and television production designer and art director known for his work on stylized, visually distinctive projects such as the romantic comedy "Down with Love."
  • B. Oliver Marchant
    Oliver Marchant is a central character in Helen Fielding’s novel "Cause Celeb," involved in the world of celebrity and humanitarian aid.
  • C. Oliver Hill
    Oliver Hill was a prominent 20th-century British architect and designer known for his modernist and Art Deco buildings, particularly in seaside resorts and country houses.
  • D. Robert Oliver
    Robert Oliver is known primarily as an early husband of Barbara Marx, who later married Frank Sinatra.
  • E. Stephen Oliver
    Stephen Oliver is an Anglican clergyman who formerly served as the Bishop of Stepney in the Church of England.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableVolunteer
Context triple: [Lincoln Battalion, notableVolunteer, Oliver Law]
  • A. volunteeredFor
    Indicates that an entity willingly offered their time or services to support or participate in an activity, cause, or organization.
  • B. volunteerLabel chosen
    Indicates that an entity is identified or tagged as a volunteer in relation to another entity or context.
  • C. notableInitiative
    Indicates that an entity is especially recognized for leading, launching, or being closely associated with a significant project, program, or initiative.
  • D. notableCommunity
    Indicates that an entity is a particularly prominent or significant member of a given community.
  • E. notableProjectFor
    Indicates that a particular project is especially significant, prominent, or noteworthy for a given entity.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e83407c8190abbcd4b7fab0ff85 completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56dd1e4c819090bf3cd4425b39b7 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff577e0ed08190a8f10f9e57c0e967 completed May 9, 2026, 3:49 p.m.
NED2 Entity disambiguation (via description) batch_69ff584b7b28819096fd2fad58ca32d6 completed May 9, 2026, 3:52 p.m.
PD Predicate disambiguation batch_69deda844af081909e658ebc9d9b403d completed April 15, 2026, 12:23 a.m.
Created at: April 10, 2026, 4:13 a.m.