Triple
T7621376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nichols |
E172500
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ben Nichols
Ben Nichols is an American singer-songwriter best known as the frontman of the alt-country/rock band Lucero.
|
E677445
|
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 Nichols | Statement: [Nichols, hasNotableBearer, Ben Nichols]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Nichols Context triple: [Nichols, hasNotableBearer, Ben Nichols]
-
A.
Miller Nichols
Miller Nichols was an American businessman and philanthropist known for his leadership of the J.C. Nichols Company and his significant contributions to civic and cultural development in Kansas City.
-
B.
Austin Nichols
Austin Nichols is an American actor best known for his roles on the television series "One Tree Hill" and "Ray Donovan."
-
C.
Jim Richards
Jim Richards is a celebrated New Zealand-born racing driver renowned for his multiple championship victories and long-standing success in Australian touring car and motorsport events.
-
D.
Phil Wilson
Phil Wilson is a British Labour Party politician who served as the Member of Parliament for the Sedgefield constituency, succeeding former Prime Minister Tony Blair.
-
E.
Brian Fawcett
Brian Fawcett was the son of British explorer Percy Fawcett, known mainly for his connection to his father's legendary Amazon expeditions and disappearance.
- 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 Nichols Triple: [Nichols, hasNotableBearer, Ben Nichols]
Generated description
Ben Nichols is an American singer-songwriter best known as the frontman of the alt-country/rock band Lucero.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Nichols Target entity description: Ben Nichols is an American singer-songwriter best known as the frontman of the alt-country/rock band Lucero.
-
A.
Miller Nichols
Miller Nichols was an American businessman and philanthropist known for his leadership of the J.C. Nichols Company and his significant contributions to civic and cultural development in Kansas City.
-
B.
Austin Nichols
Austin Nichols is an American actor best known for his roles on the television series "One Tree Hill" and "Ray Donovan."
-
C.
Jim Richards
Jim Richards is a celebrated New Zealand-born racing driver renowned for his multiple championship victories and long-standing success in Australian touring car and motorsport events.
-
D.
Phil Wilson
Phil Wilson is a British Labour Party politician who served as the Member of Parliament for the Sedgefield constituency, succeeding former Prime Minister Tony Blair.
-
E.
Brian Fawcett
Brian Fawcett was the son of British explorer Percy Fawcett, known mainly for his connection to his father's legendary Amazon expeditions and disappearance.
- 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_69c699506b308190826894dab1d9ea86 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa62870c8190b17f44eb7a3ff2ad |
completed | March 27, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8709b93c881909dd4c8a7669279db |
completed | March 29, 2026, 12:21 a.m. |
| NEDg | Description generation | batch_69c87161de408190a21ed38c126a4b56 |
completed | March 29, 2026, 12:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c871e555c4819089df52fefe38ed7b |
completed | March 29, 2026, 12:27 a.m. |
Created at: March 27, 2026, 3:56 p.m.