Triple
T17521202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | REINFORCE |
E426681
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object | Ronald J. Williams |
—
|
NE NERFINISHED |
How this triple was built (2 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: Ronald J. Williams | Statement: [REINFORCE, introducedBy, Ronald J. Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ronald J. Williams Context triple: [REINFORCE, introducedBy, Ronald J. Williams]
-
A.
Ronald J. Williams
chosen
Ronald J. Williams is a computer scientist known for his influential contributions to neural networks and machine learning, particularly in the development of backpropagation and reinforcement learning algorithms.
-
B.
Arland D. Williams Jr.
Arland D. Williams Jr. was an American passenger who became known for his heroic self-sacrifice during the 1982 Air Florida Flight 90 crash in Washington, D.C., repeatedly passing rescue lines to others before drowning.
-
C.
Thomas L. Williams
Thomas L. Williams is the birth name of Tennessee Williams, the renowned American playwright known for works such as "A Streetcar Named Desire" and "The Glass Menagerie."
-
D.
William R. Wilkerson
William R. Wilkerson was an American entrepreneur and publisher best known for founding The Hollywood Reporter and initiating the development of the Flamingo Hotel and Casino in Las Vegas.
-
E.
Maurice F. Smith
Maurice F. Smith was the first husband of American singer and television personality Dinah Shore, known primarily in relation to her early personal life.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452d2f79881909556894728e255ab |
completed | April 19, 2026, 3:58 a.m. |
Created at: April 10, 2026, 5:49 a.m.