Triple
T14418343
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Candidly Nicole |
E357514
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Bill Langworthy
Bill Langworthy is a television producer best known for his work on reality and docu-series, including serving as executive producer of "Candidly Nicole."
|
E1146754
|
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 Langworthy | Statement: [Candidly Nicole, executiveProducer, Bill Langworthy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Langworthy Context triple: [Candidly Nicole, executiveProducer, Bill Langworthy]
-
A.
Chris Langham
Chris Langham is a British actor, writer, and comedian best known for his work in television satire and comedy, including prominent roles in acclaimed UK series.
-
B.
Stephen Langridge
Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
-
C.
Ben Langmaid
Ben Langmaid is a British songwriter and producer best known as a former member and co-writer of the electronic music duo La Roux.
-
D.
Richard Bower
Richard Bower was a 16th-century English musician and court official who directed and trained the boy choristers of the Chapel Royal under the Tudor monarchs.
-
E.
Steven Waddington
Steven Waddington is a British actor known for his roles in historical and adventure films and television dramas.
- 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 Langworthy Triple: [Candidly Nicole, executiveProducer, Bill Langworthy]
Generated description
Bill Langworthy is a television producer best known for his work on reality and docu-series, including serving as executive producer of "Candidly Nicole."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bill Langworthy Target entity description: Bill Langworthy is a television producer best known for his work on reality and docu-series, including serving as executive producer of "Candidly Nicole."
-
A.
Chris Langham
Chris Langham is a British actor, writer, and comedian best known for his work in television satire and comedy, including prominent roles in acclaimed UK series.
-
B.
Stephen Langridge
Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
-
C.
Ben Langmaid
Ben Langmaid is a British songwriter and producer best known as a former member and co-writer of the electronic music duo La Roux.
-
D.
Richard Bower
Richard Bower was a 16th-century English musician and court official who directed and trained the boy choristers of the Chapel Royal under the Tudor monarchs.
-
E.
Steven Waddington
Steven Waddington is a British actor known for his roles in historical and adventure films and television dramas.
- 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_69d82793421c8190861eb0e673b085de |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de90cec8e4819087c72d82f9caacda |
completed | April 14, 2026, 7:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5dc9b908190b1d7583810dc9c41 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee6ea4fec81908d770df705e0512b |
completed | May 9, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee897a7248190b3d81ea1da1d49e1 |
completed | May 9, 2026, 7:56 a.m. |
Created at: April 10, 2026, 1:17 a.m.