Triple
T9524331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubbard |
E229721
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
David Allan Hubbard
David Allan Hubbard was an American Old Testament scholar and longtime president of Fuller Theological Seminary, known for his influential leadership in evangelical theological education.
|
E810422
|
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: David Allan Hubbard | Statement: [Hubbard, hasNotableBearer, David Allan Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Allan Hubbard Context triple: [Hubbard, hasNotableBearer, David Allan Hubbard]
-
A.
Ray Hubbard
Ray Hubbard was a prominent local figure in Texas, likely a civic leader or public official, for whom Lake Ray Hubbard near Dallas was named.
-
B.
Leland Robinson
Leland Robinson is the son of influential music producer and Sugar Hill Records co-founder Sylvia Robinson.
-
C.
David Reiman
David Reiman is a researcher who contributed as a co-author to the landmark 2021 Nature paper by Jumper et al. describing the AlphaFold protein structure prediction system.
-
D.
Anthony W. Crowell
Anthony W. Crowell is an American legal educator and administrator who serves as dean and president of New York Law School, known for his work in public service and urban policy.
-
E.
Stephen F. Martin
Stephen F. Martin is an American organic chemist renowned for his influential research in synthetic methodology and complex molecule synthesis.
- 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: David Allan Hubbard Triple: [Hubbard, hasNotableBearer, David Allan Hubbard]
Generated description
David Allan Hubbard was an American Old Testament scholar and longtime president of Fuller Theological Seminary, known for his influential leadership in evangelical theological education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Allan Hubbard Target entity description: David Allan Hubbard was an American Old Testament scholar and longtime president of Fuller Theological Seminary, known for his influential leadership in evangelical theological education.
-
A.
Ray Hubbard
Ray Hubbard was a prominent local figure in Texas, likely a civic leader or public official, for whom Lake Ray Hubbard near Dallas was named.
-
B.
Leland Robinson
Leland Robinson is the son of influential music producer and Sugar Hill Records co-founder Sylvia Robinson.
-
C.
David Reiman
David Reiman is a researcher who contributed as a co-author to the landmark 2021 Nature paper by Jumper et al. describing the AlphaFold protein structure prediction system.
-
D.
Anthony W. Crowell
Anthony W. Crowell is an American legal educator and administrator who serves as dean and president of New York Law School, known for his work in public service and urban policy.
-
E.
Stephen F. Martin
Stephen F. Martin is an American organic chemist renowned for his influential research in synthetic methodology and complex molecule synthesis.
- 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_69ca847870a881909d8d751a7d29da39 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9899f99481908d374528716027f8 |
completed | April 1, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d178eb63e08190b069faaa0c5dbcb2 |
completed | April 4, 2026, 8:47 p.m. |
| NEDg | Description generation | batch_69d17b33ba6c8190a4d08d29ea6c7b86 |
completed | April 4, 2026, 8:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d17bb23b68819083a54ff8a19f741c |
completed | April 4, 2026, 8:59 p.m. |
Created at: March 30, 2026, 7:59 p.m.