Triple
T16147887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeff Hephner |
E391834
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Hephner
Hephner is a surname most notably associated with American actor Jeff Hephner.
|
E1196988
|
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: Hephner | Statement: [Jeff Hephner, familyName, Hephner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hephner Context triple: [Jeff Hephner, familyName, Hephner]
-
A.
Hinson
Hinson is a surname most notably associated with former professional basketball player Roy Hinson.
-
B.
Ketcham
Ketcham is a supporting character in the 1970 Western film "Rio Lobo," which stars John Wayne.
-
C.
Ebersole
Ebersole is a surname most notably associated with American actress and singer Christine Ebersole.
-
D.
Yafford
Yafford is a small hamlet on the Isle of Wight in England.
-
E.
Hixon
Hixon is a village and the civil parish within Stafford Borough in Staffordshire, England.
- 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: Hephner Triple: [Jeff Hephner, familyName, Hephner]
Generated description
Hephner is a surname most notably associated with American actor Jeff Hephner.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hephner Target entity description: Hephner is a surname most notably associated with American actor Jeff Hephner.
-
A.
Hinson
Hinson is a surname most notably associated with former professional basketball player Roy Hinson.
-
B.
Ketcham
Ketcham is a supporting character in the 1970 Western film "Rio Lobo," which stars John Wayne.
-
C.
Ebersole
Ebersole is a surname most notably associated with American actress and singer Christine Ebersole.
-
D.
Yafford
Yafford is a small hamlet on the Isle of Wight in England.
-
E.
Hixon
Hixon is a village and the civil parish within Stafford Borough in Staffordshire, England.
- 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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21d9551e081908391061b092ff31b |
completed | April 17, 2026, 11:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7a7dc3481909f933acd72d6feff |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff81bb0008190947eeff64dc8eb88 |
completed | May 10, 2026, 3:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff8905ce48190b99f8cc3504efba2 |
completed | May 10, 2026, 3:16 a.m. |
Created at: April 10, 2026, 5:01 a.m.