Triple
T14721790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harbert College of Business |
E345832
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Raymond J. Harbert
Raymond J. Harbert is an American businessman and philanthropist best known as a major benefactor of Auburn University, for which its College of Business is named in his honor.
|
E1117309
|
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: Raymond J. Harbert | Statement: [Harbert College of Business, namedAfter, Raymond J. Harbert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Raymond J. Harbert Context triple: [Harbert College of Business, namedAfter, Raymond J. Harbert]
-
A.
Frank Batten
Frank Batten was an American media executive and philanthropist best known for creating The Weather Channel and leading Landmark Communications.
-
B.
Harold Simmons
Harold Simmons was an American billionaire investor and philanthropist known for his aggressive corporate takeover strategies and substantial political and charitable contributions.
-
C.
Stephen D. Bechtel Sr.
Stephen D. Bechtel Sr. was an American engineer and businessman who led and expanded the Bechtel Corporation into one of the world’s largest engineering and construction firms.
-
D.
Allen E. Paulson
Allen E. Paulson was an American businessman and prominent Thoroughbred racehorse owner and breeder best known for campaigning champions such as Cigar.
-
E.
Samuel Ginn
Samuel Ginn is an American telecommunications executive and philanthropist best known for his leadership at Pacific Telesis and AirTouch Communications and for his major contributions to Auburn University’s College of Engineering.
- 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: Raymond J. Harbert Triple: [Harbert College of Business, namedAfter, Raymond J. Harbert]
Generated description
Raymond J. Harbert is an American businessman and philanthropist best known as a major benefactor of Auburn University, for which its College of Business is named in his honor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Raymond J. Harbert Target entity description: Raymond J. Harbert is an American businessman and philanthropist best known as a major benefactor of Auburn University, for which its College of Business is named in his honor.
-
A.
Frank Batten
Frank Batten was an American media executive and philanthropist best known for creating The Weather Channel and leading Landmark Communications.
-
B.
Harold Simmons
Harold Simmons was an American billionaire investor and philanthropist known for his aggressive corporate takeover strategies and substantial political and charitable contributions.
-
C.
Stephen D. Bechtel Sr.
Stephen D. Bechtel Sr. was an American engineer and businessman who led and expanded the Bechtel Corporation into one of the world’s largest engineering and construction firms.
-
D.
Allen E. Paulson
Allen E. Paulson was an American businessman and prominent Thoroughbred racehorse owner and breeder best known for campaigning champions such as Cigar.
-
E.
Samuel Ginn
Samuel Ginn is an American telecommunications executive and philanthropist best known for his leadership at Pacific Telesis and AirTouch Communications and for his major contributions to Auburn University’s College of Engineering.
- 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_69d822e5911c8190ba589f957dbd9ba7 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec25d56fc8190871873ca55d49272 |
completed | April 14, 2026, 10:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb8624bc8190b20441c2f5c4a2fa |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fdfd27c6188190951d50f75a5f5430 |
completed | May 8, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdfd98ca8881909ed8d505518e9fe9 |
completed | May 8, 2026, 3:13 p.m. |
Created at: April 10, 2026, 1:29 a.m.