Triple
T1592064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chigwell School |
E34198
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Ben Shephard
Ben Shephard is a British television presenter best known for hosting shows such as ITV's "Good Morning Britain" and the game show "Tipping Point."
|
E249386
|
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: Ben Shephard | Statement: [Chigwell School, hasAlumnus, Ben Shephard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Shephard Context triple: [Chigwell School, hasAlumnus, Ben Shephard]
-
A.
Ben Shepherd
Ben Shepherd is an American musician best known as the longtime bassist for the influential grunge band Soundgarden.
-
B.
Christopher Blake
Christopher Blake is a stage play written by American playwright Moss Hart, best known for its dramatic exploration of family and marital conflict.
-
C.
Will Firth
Will Firth is the son of English actor Colin Firth and is known primarily for his connection to his father's prominent film career.
-
D.
Keith Scholey
Keith Scholey is a British wildlife filmmaker and producer known for creating and overseeing major nature documentaries, including the acclaimed series Our Planet.
-
E.
Christopher Birt
Christopher Birt is an actor best known for his role in the popular 1992 romantic thriller film "The Bodyguard."
- 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: Ben Shephard Triple: [Chigwell School, hasAlumnus, Ben Shephard]
Generated description
Ben Shephard is a British television presenter best known for hosting shows such as ITV's "Good Morning Britain" and the game show "Tipping Point."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Shephard Target entity description: Ben Shephard is a British television presenter best known for hosting shows such as ITV's "Good Morning Britain" and the game show "Tipping Point."
-
A.
Ben Shepherd
Ben Shepherd is an American musician best known as the longtime bassist for the influential grunge band Soundgarden.
-
B.
Christopher Blake
Christopher Blake is a stage play written by American playwright Moss Hart, best known for its dramatic exploration of family and marital conflict.
-
C.
Will Firth
Will Firth is the son of English actor Colin Firth and is known primarily for his connection to his father's prominent film career.
-
D.
Keith Scholey
Keith Scholey is a British wildlife filmmaker and producer known for creating and overseeing major nature documentaries, including the acclaimed series Our Planet.
-
E.
Christopher Birt
Christopher Birt is an actor best known for his role in the popular 1992 romantic thriller film "The Bodyguard."
- 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_69a885fdcb9c819081ce6f0b8cd477dd |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abb2c480008190bb472cfdab74c387 |
completed | March 7, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae719b71488190ad3de9f58d0d46a3 |
completed | March 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69ae72590df081909a17a239e1814a0d |
completed | March 9, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae72a694a8819080ec462c0a9c38ac |
completed | March 9, 2026, 7:11 a.m. |
Created at: March 4, 2026, 7:27 p.m.