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.