Triple
T1759689
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Reagan |
E38628
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
John Flaugher
John Flaugher is the birth name of Michael Reagan, the American political commentator and adopted son of former U.S. President Ronald Reagan and actress Jane Wyman.
|
E196741
|
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: John Flaugher | Statement: [Michael Reagan, birthName, John Flaugher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Flaugher Context triple: [Michael Reagan, birthName, John Flaugher]
-
A.
Andrew Miano
Andrew Miano is an American film producer known for his work on independent and critically acclaimed movies, often collaborating with director Tom Ford and others.
-
B.
Noah Georgeson
Noah Georgeson is an American record producer, musician, and mixer known for his work with indie and folk artists such as Joanna Newsom and Devendra Banhart.
-
C.
Kyle Rote
Kyle Rote was a former New York Giants star running back and wide receiver who became a prominent American sportscaster and television commentator.
-
D.
Taylor McFerrin
Taylor McFerrin is an American producer, composer, and multi-instrumentalist known for his genre-blending electronic, jazz, and soul music.
-
E.
Jesse K. Dubois
Jesse K. Dubois was an Illinois politician and close ally of Abraham Lincoln who served as the state's auditor of public accounts in the mid-19th century.
- 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: John Flaugher Triple: [Michael Reagan, birthName, John Flaugher]
Generated description
John Flaugher is the birth name of Michael Reagan, the American political commentator and adopted son of former U.S. President Ronald Reagan and actress Jane Wyman.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Flaugher Target entity description: John Flaugher is the birth name of Michael Reagan, the American political commentator and adopted son of former U.S. President Ronald Reagan and actress Jane Wyman.
-
A.
Andrew Miano
Andrew Miano is an American film producer known for his work on independent and critically acclaimed movies, often collaborating with director Tom Ford and others.
-
B.
Noah Georgeson
Noah Georgeson is an American record producer, musician, and mixer known for his work with indie and folk artists such as Joanna Newsom and Devendra Banhart.
-
C.
Kyle Rote
Kyle Rote was a former New York Giants star running back and wide receiver who became a prominent American sportscaster and television commentator.
-
D.
Taylor McFerrin
Taylor McFerrin is an American producer, composer, and multi-instrumentalist known for his genre-blending electronic, jazz, and soul music.
-
E.
Jesse K. Dubois
Jesse K. Dubois was an Illinois politician and close ally of Abraham Lincoln who served as the state's auditor of public accounts in the mid-19th century.
- 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_69a8862d562481908d7025a1c1f67c0d |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa643f6a188190a250d5982badcce5 |
completed | March 6, 2026, 5:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0ec80f48190bcdc92e5ed4e44e6 |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada1e3587c8190bca329c68ff31c41 |
completed | March 8, 2026, 4:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada2977bfc8190ad028e17184fccaa |
completed | March 8, 2026, 4:23 p.m. |
Created at: March 4, 2026, 7:31 p.m.