Triple
T9984008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boomtown |
E196520
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Neal Ahern Jr.
Neal Ahern Jr. is a television producer best known for his executive production work on the reality series "Boomtown."
|
E834263
|
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: Neal Ahern Jr. | Statement: [Boomtown, executiveProducer, Neal Ahern Jr.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neal Ahern Jr. Context triple: [Boomtown, executiveProducer, Neal Ahern Jr.]
-
A.
Lloyd Ahern II
Lloyd Ahern II is an American cinematographer known for his work on feature films and television, including the comedy "Kicking & Screaming."
-
B.
Blake Ahearn
Blake Ahearn is an American former professional basketball player and renowned free-throw specialist who has also worked as a coach in the NBA and G League.
-
C.
Kevin O'Connor
Kevin O'Connor is an American entrepreneur best known as the co-founder and former CEO of the online advertising company DoubleClick.
-
D.
Mike O’Shea
Mike O’Shea is a Canadian football coach and former linebacker best known for leading the Winnipeg Blue Bombers to multiple Grey Cup championships in the CFL.
-
E.
Michael Maloney
Michael Maloney is a British actor known for his work in film, television, and theatre, including prominent roles in Shakespearean adaptations.
- 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: Neal Ahern Jr. Triple: [Boomtown, executiveProducer, Neal Ahern Jr.]
Generated description
Neal Ahern Jr. is a television producer best known for his executive production work on the reality series "Boomtown."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neal Ahern Jr. Target entity description: Neal Ahern Jr. is a television producer best known for his executive production work on the reality series "Boomtown."
-
A.
Lloyd Ahern II
Lloyd Ahern II is an American cinematographer known for his work on feature films and television, including the comedy "Kicking & Screaming."
-
B.
Blake Ahearn
Blake Ahearn is an American former professional basketball player and renowned free-throw specialist who has also worked as a coach in the NBA and G League.
-
C.
Kevin O'Connor
Kevin O'Connor is an American entrepreneur best known as the co-founder and former CEO of the online advertising company DoubleClick.
-
D.
Mike O’Shea
Mike O’Shea is a Canadian football coach and former linebacker best known for leading the Winnipeg Blue Bombers to multiple Grey Cup championships in the CFL.
-
E.
Michael Maloney
Michael Maloney is a British actor known for his work in film, television, and theatre, including prominent roles in Shakespearean adaptations.
- 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_69ca82efbce081908179b4b9c65096eb |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb8bdc0388190bbbd4bdc5ac3adec |
completed | April 2, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257f3c59481909b90896be0f3a870 |
completed | April 5, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69d25889b0f08190a28c5401417fe3cc |
completed | April 5, 2026, 12:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25981db3c8190b7b4935cdcc1fe1c |
completed | April 5, 2026, 12:45 p.m. |
Created at: March 30, 2026, 8:49 p.m.