Triple
T9724203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Shepherd |
E235560
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Hunter Benedict Shepherd
Hunter Benedict Shepherd, better known as Ben Shepherd, is an American musician and songwriter best known as the longtime bassist for the rock band Soundgarden.
|
E817395
|
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: Hunter Benedict Shepherd | Statement: [Ben Shepherd, birthName, Hunter Benedict Shepherd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunter Benedict Shepherd Context triple: [Ben Shepherd, birthName, Hunter Benedict Shepherd]
-
A.
Taylor Bowman
Taylor Bowman is a character in the television series "Sneaky Pete," involved in the show's web of crime, deception, and complex personal relationships.
-
B.
Jude Brennan
Jude Brennan is a notable figure associated with Worldwide Pants Incorporated, the production company founded by late-night television host David Letterman.
-
C.
Aaron Burckhard
Aaron Burckhard is an American drummer best known as one of the earliest drummers for the grunge band Nirvana during its formative years.
-
D.
Julian Breece
Julian Breece is an American screenwriter and producer known for his work on socially conscious film and television projects, including co-writing the biographical drama "Rustin" (2023).
-
E.
Brennan Chapman
Brennan Chapman is a cinematographer known for his work on the animated feature film "The Super Mario Bros. Movie."
- 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: Hunter Benedict Shepherd Triple: [Ben Shepherd, birthName, Hunter Benedict Shepherd]
Generated description
Hunter Benedict Shepherd, better known as Ben Shepherd, is an American musician and songwriter best known as the longtime bassist for the rock band Soundgarden.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hunter Benedict Shepherd Target entity description: Hunter Benedict Shepherd, better known as Ben Shepherd, is an American musician and songwriter best known as the longtime bassist for the rock band Soundgarden.
-
A.
Taylor Bowman
Taylor Bowman is a character in the television series "Sneaky Pete," involved in the show's web of crime, deception, and complex personal relationships.
-
B.
Jude Brennan
Jude Brennan is a notable figure associated with Worldwide Pants Incorporated, the production company founded by late-night television host David Letterman.
-
C.
Aaron Burckhard
Aaron Burckhard is an American drummer best known as one of the earliest drummers for the grunge band Nirvana during its formative years.
-
D.
Julian Breece
Julian Breece is an American screenwriter and producer known for his work on socially conscious film and television projects, including co-writing the biographical drama "Rustin" (2023).
-
E.
Brennan Chapman
Brennan Chapman is a cinematographer known for his work on the animated feature film "The Super Mario Bros. Movie."
- 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_69ca84d0123c819096f9dc3b6abb0881 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9e77096481908ffd315fecb1d5ec |
completed | April 1, 2026, 10:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19faa064081909c1d23044984a17c |
completed | April 4, 2026, 11:32 p.m. |
| NEDg | Description generation | batch_69d1a3cc5420819091ee338da5afe4b7 |
completed | April 4, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1a5f265148190af432e3640221a33 |
completed | April 4, 2026, 11:59 p.m. |
Created at: March 30, 2026, 8:21 p.m.