Triple
T7427069
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cahill |
E171394
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Danny Cahill
Danny Cahill is an American reality television personality best known as a former contestant and winner on the weight-loss competition show "The Biggest Loser."
|
E663616
|
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: Danny Cahill | Statement: [Cahill, hasNotableBearer, Danny Cahill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danny Cahill Context triple: [Cahill, hasNotableBearer, Danny Cahill]
-
A.
Alex Cahill
Alex Cahill is a key supporting character in the television series "Walker, Texas Ranger," serving as an assistant district attorney and Walker’s close ally and love interest.
-
B.
Christopher Keene
Christopher Keene was an American conductor best known for his leadership in opera, including his tenure heading major U.S. opera companies and championing contemporary works.
-
C.
Alex Flanagan
Alex Flanagan is an American sportscaster and sideline reporter known for her work covering major NFL games and other high-profile sporting events on national television.
-
D.
Daniel Osbourne
Daniel Osbourne is a fictional character from the television series "Buffy the Vampire Slayer," known as the quiet, guitar-playing werewolf and love interest of Willow Rosenberg.
-
E.
Flynn Carsen
Flynn Carsen is the brilliant, eccentric scholar-adventurer who serves as the original Librarian in the fantasy franchise "The Librarian" and its spin-off series "The Librarians."
- 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: Danny Cahill Triple: [Cahill, hasNotableBearer, Danny Cahill]
Generated description
Danny Cahill is an American reality television personality best known as a former contestant and winner on the weight-loss competition show "The Biggest Loser."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danny Cahill Target entity description: Danny Cahill is an American reality television personality best known as a former contestant and winner on the weight-loss competition show "The Biggest Loser."
-
A.
Alex Cahill
Alex Cahill is a key supporting character in the television series "Walker, Texas Ranger," serving as an assistant district attorney and Walker’s close ally and love interest.
-
B.
Christopher Keene
Christopher Keene was an American conductor best known for his leadership in opera, including his tenure heading major U.S. opera companies and championing contemporary works.
-
C.
Alex Flanagan
Alex Flanagan is an American sportscaster and sideline reporter known for her work covering major NFL games and other high-profile sporting events on national television.
-
D.
Daniel Osbourne
Daniel Osbourne is a fictional character from the television series "Buffy the Vampire Slayer," known as the quiet, guitar-playing werewolf and love interest of Willow Rosenberg.
-
E.
Flynn Carsen
Flynn Carsen is the brilliant, eccentric scholar-adventurer who serves as the original Librarian in the fantasy franchise "The Librarian" and its spin-off series "The Librarians."
- 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_69c68a63491881909281f73d4d5643bf |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f3055b7881908269ab909c5a85b5 |
completed | March 27, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81f0e28e88190805108dff740dda3 |
completed | March 28, 2026, 6:33 p.m. |
| NEDg | Description generation | batch_69c8200c52c8819083b14e8d768fc9be |
completed | March 28, 2026, 6:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c82084879c8190ae60b99f702dc058 |
completed | March 28, 2026, 6:40 p.m. |
Created at: March 27, 2026, 3:12 p.m.