Triple
T14985967
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bonifay family |
E373699
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
Louis Bonifay
Louis Bonifay is a notable member of the Bonifay family, recognized for his prominence within this lineage.
|
E1138019
|
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: Louis Bonifay | Statement: [Bonifay family, hasNotableMember, Louis Bonifay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis Bonifay Context triple: [Bonifay family, hasNotableMember, Louis Bonifay]
-
A.
John R. Corella
John R. Corella is a television producer best known for his executive production work on the reality series "Dance Moms."
-
B.
Milton Ebbins
Milton Ebbins was an American talent agent and film producer best known for his long professional association with actor James Garner.
-
C.
Francis S. Bartow
Francis S. Bartow was a Confederate politician and brigadier general from Georgia who was killed in action while leading troops during the First Battle of Bull Run in the American Civil War.
-
D.
James F. Pickens
James F. Pickens is an individual notable enough to be recognized as a prominent bearer of the surname Pickens.
-
E.
Coleman Laffoon
Coleman Laffoon is an American real estate broker and former cameraman best known for his past marriage to actress Anne Heche.
- 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: Louis Bonifay Triple: [Bonifay family, hasNotableMember, Louis Bonifay]
Generated description
Louis Bonifay is a notable member of the Bonifay family, recognized for his prominence within this lineage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louis Bonifay Target entity description: Louis Bonifay is a notable member of the Bonifay family, recognized for his prominence within this lineage.
-
A.
John R. Corella
John R. Corella is a television producer best known for his executive production work on the reality series "Dance Moms."
-
B.
Milton Ebbins
Milton Ebbins was an American talent agent and film producer best known for his long professional association with actor James Garner.
-
C.
Francis S. Bartow
Francis S. Bartow was a Confederate politician and brigadier general from Georgia who was killed in action while leading troops during the First Battle of Bull Run in the American Civil War.
-
D.
James F. Pickens
James F. Pickens is an individual notable enough to be recognized as a prominent bearer of the surname Pickens.
-
E.
Coleman Laffoon
Coleman Laffoon is an American real estate broker and former cameraman best known for his past marriage to actress Anne Heche.
- 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_69d85ccc84388190aa151e5173370c8d |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded7007588819095bb1de029a6f2eb |
completed | April 15, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7d709fc8190990a72faf0af5ee3 |
completed | May 9, 2026, 4:28 a.m. |
| NEDg | Description generation | batch_69feb8f53b608190b92cc09b09340f98 |
completed | May 9, 2026, 4:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feb9241e988190871393d6e06e88e8 |
completed | May 9, 2026, 4:33 a.m. |
Created at: April 10, 2026, 2:52 a.m.