Triple

T410796
Position Surface form Disambiguated ID Type / Status
Subject National Youth Administration E9484 entity
Predicate notableLeader P304 FINISHED
Object Aubrey Williams
Aubrey Williams was an American social reformer and New Deal administrator who led major youth and anti-poverty programs during the Roosevelt era.
E54827 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: Aubrey Williams | Statement: [National Youth Administration, notableLeader, Aubrey Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aubrey Williams
Context triple: [National Youth Administration, notableLeader, Aubrey Williams]
  • A. Jemison McBride
    Jemison McBride was the wife of influential American record producer and talent scout John H. Hammond Jr.
  • B. Lemon Breeland
    Lemon Breeland is a central character on the TV series "Hart of Dixie," known as a prim and proper Southern belle whose personal growth and complicated relationships drive much of the show's drama and humor.
  • C. Savannah Jackson
    Savannah Jackson is a successful, independent television producer navigating love, friendship, and self-discovery in Terry McMillan’s novel and its film adaptation "Waiting to Exhale."
  • D. Brandy Rayana Norwood
    Brandy Rayana Norwood is an American singer, songwriter, and actress known for her influential R&B music career and starring role in the sitcom "Moesha."
  • E. Kiana Williams
    Kiana Williams is an American basketball player best known as a standout point guard and leader for Stanford University's women's basketball team, where she helped guide the Cardinal to an NCAA championship.
  • 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: Aubrey Williams
Triple: [National Youth Administration, notableLeader, Aubrey Williams]
Generated description
Aubrey Williams was an American social reformer and New Deal administrator who led major youth and anti-poverty programs during the Roosevelt era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aubrey Williams
Target entity description: Aubrey Williams was an American social reformer and New Deal administrator who led major youth and anti-poverty programs during the Roosevelt era.
  • A. Jemison McBride
    Jemison McBride was the wife of influential American record producer and talent scout John H. Hammond Jr.
  • B. Lemon Breeland
    Lemon Breeland is a central character on the TV series "Hart of Dixie," known as a prim and proper Southern belle whose personal growth and complicated relationships drive much of the show's drama and humor.
  • C. Savannah Jackson
    Savannah Jackson is a successful, independent television producer navigating love, friendship, and self-discovery in Terry McMillan’s novel and its film adaptation "Waiting to Exhale."
  • D. Brandy Rayana Norwood
    Brandy Rayana Norwood is an American singer, songwriter, and actress known for her influential R&B music career and starring role in the sitcom "Moesha."
  • E. Kiana Williams
    Kiana Williams is an American basketball player best known as a standout point guard and leader for Stanford University's women's basketball team, where she helped guide the Cardinal to an NCAA championship.
  • 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_69a2e80111fc8190961d5b7c6154123f completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ecd96fec8190948fe64928ab4d85 completed Feb. 28, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a431dd98dc8190a0020cdbeec5cfbf completed March 1, 2026, 12:32 p.m.
NEDg Description generation batch_69a43267c1d081908b2036402ce0ec11 completed March 1, 2026, 12:34 p.m.
NED2 Entity disambiguation (via description) batch_69a432f94a948190a958bba70c2fc806 completed March 1, 2026, 12:37 p.m.
Created at: Feb. 28, 2026, 1:09 p.m.