Triple
T18805370
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Celeste Ng |
E459858
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Bill Pierce
Bill Pierce is the husband of acclaimed American novelist Celeste Ng.
|
E1361115
|
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: Bill Pierce | Statement: [Celeste Ng, spouse, Bill Pierce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Pierce Context triple: [Celeste Ng, spouse, Bill Pierce]
-
A.
Bill Bolling
Bill Bolling is an American Republican politician who served as the 39th Lieutenant Governor of Virginia from 2006 to 2014.
-
B.
Bill Riling
Bill Riling is a screenwriter best known for his work on the animated holiday television special "Shrek the Halls."
-
C.
Bill Steele
Bill Steele is a Canadian municipal politician who serves as the mayor of Port Colborne, Ontario.
-
D.
Carlton Douglas Ridenhour
Carlton Douglas Ridenhour is an American rapper, activist, and producer best known as Chuck D, the politically charged frontman of Public Enemy.
-
E.
Don Dodson
Don Dodson is an individual whose name is associated with or referenced by the term "Dodson."
- 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: Bill Pierce Triple: [Celeste Ng, spouse, Bill Pierce]
Generated description
Bill Pierce is the husband of acclaimed American novelist Celeste Ng.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bill Pierce Target entity description: Bill Pierce is the husband of acclaimed American novelist Celeste Ng.
-
A.
Bill Bolling
Bill Bolling is an American Republican politician who served as the 39th Lieutenant Governor of Virginia from 2006 to 2014.
-
B.
Bill Riling
Bill Riling is a screenwriter best known for his work on the animated holiday television special "Shrek the Halls."
-
C.
Bill Steele
Bill Steele is a Canadian municipal politician who serves as the mayor of Port Colborne, Ontario.
-
D.
Carlton Douglas Ridenhour
Carlton Douglas Ridenhour is an American rapper, activist, and producer best known as Chuck D, the politically charged frontman of Public Enemy.
-
E.
Don Dodson
Don Dodson is an individual whose name is associated with or referenced by the term "Dodson."
- 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3d6d5e081909d8285e52cb753ba |
completed | April 20, 2026, 3:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f2395e308190a5bfcf8f7f8b7f48 |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f3148a188190aa6d90701f0a4563 |
completed | May 15, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f432aa948190b26e4039b48e315f |
completed | May 15, 2026, 10:23 a.m. |
Created at: April 10, 2026, 11:53 a.m.