Triple
T9592574
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shepard |
E231450
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Scott Shepard
Scott Shepard is a relatively obscure individual whose name is shared with various professionals, making it difficult to attribute a single widely recognized identity to him without additional context.
|
E809099
|
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: Scott Shepard | Statement: [Shepard, hasNotableBearer, Scott Shepard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scott Shepard Context triple: [Shepard, hasNotableBearer, Scott Shepard]
-
A.
Scott Shepherd
Scott Shepherd is an American actor known for his work in film, television, and theater, including a prominent role in the historical drama "Bridge of Spies."
-
B.
Steve Rucker
Steve Rucker is an American composer best known for his work on animated television series, particularly contributing music to shows like Dexter's Laboratory.
-
C.
Chris Peterson
Chris Peterson is a television writer and producer best known for co-creating the Disney XD science-fiction comedy series "Lab Rats."
-
D.
Michael Q. Hurley
Michael Q. Hurley is an individual notable enough to be recognized as a namesake of the surname Hurley, though specific widely known public details about him are limited.
-
E.
Michael S. Hopkins
Michael S. Hopkins is a NASA astronaut and U.S. Air Force colonel who has flown multiple long-duration missions to the International Space Station.
- 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: Scott Shepard Triple: [Shepard, hasNotableBearer, Scott Shepard]
Generated description
Scott Shepard is a relatively obscure individual whose name is shared with various professionals, making it difficult to attribute a single widely recognized identity to him without additional context.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scott Shepard Target entity description: Scott Shepard is a relatively obscure individual whose name is shared with various professionals, making it difficult to attribute a single widely recognized identity to him without additional context.
-
A.
Scott Shepherd
Scott Shepherd is an American actor known for his work in film, television, and theater, including a prominent role in the historical drama "Bridge of Spies."
-
B.
Steve Rucker
Steve Rucker is an American composer best known for his work on animated television series, particularly contributing music to shows like Dexter's Laboratory.
-
C.
Chris Peterson
Chris Peterson is a television writer and producer best known for co-creating the Disney XD science-fiction comedy series "Lab Rats."
-
D.
Michael Q. Hurley
Michael Q. Hurley is an individual notable enough to be recognized as a namesake of the surname Hurley, though specific widely known public details about him are limited.
-
E.
Michael S. Hopkins
Michael S. Hopkins is a NASA astronaut and U.S. Air Force colonel who has flown multiple long-duration missions to the International Space Station.
- 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_69ca8482884481908eccdfdf64d6fbf7 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a11ec7081908dc580de2f369706 |
completed | April 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d161938e108190aea76d528f9208a2 |
completed | April 4, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69d1624400b8819085b1c1a93cddc3f6 |
completed | April 4, 2026, 7:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d162b39c888190ae71b05ee2e132a8 |
completed | April 4, 2026, 7:12 p.m. |
Created at: March 30, 2026, 8:07 p.m.