Triple
T2512987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Sculley |
E52742
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
John A. Byrne
John A. Byrne is an American business journalist and author best known for his work covering corporate leadership and management, including co-authoring high-profile business books.
|
E419095
|
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 A. Byrne | Statement: [John Sculley, coAuthor, John A. Byrne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John A. Byrne Context triple: [John Sculley, coAuthor, John A. Byrne]
-
A.
Joseph A. McDonough
Joseph A. McDonough was a Hollywood film assistant director recognized in the 1930s for his award-winning work in the early years of the Academy Awards.
-
B.
Joseph B. Keenan
Joseph B. Keenan was an American lawyer and U.S. Assistant Attorney General who served as the chief prosecutor in the post–World War II Tokyo war crimes trials.
-
C.
Arthur E. Molloy
Arthur E. Molloy was an individual significant enough in marine or exploratory history to have the undersea feature Molloy Deep named in his honor.
-
D.
William A. O'Kelly
William A. O'Kelly was a significant figure in the history of North Carolina A&T State University, honored for his contributions by having the university’s O'Kelly–Riddick Stadium named after him.
-
E.
Edward P. Doherty
Edward P. Doherty was a U.S. Army officer best known for leading the detachment that captured and killed President Abraham Lincoln’s assassin, John Wilkes Booth, at a farm near Port Royal, Virginia.
- 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 A. Byrne Triple: [John Sculley, coAuthor, John A. Byrne]
Generated description
John A. Byrne is an American business journalist and author best known for his work covering corporate leadership and management, including co-authoring high-profile business books.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John A. Byrne Target entity description: John A. Byrne is an American business journalist and author best known for his work covering corporate leadership and management, including co-authoring high-profile business books.
-
A.
Joseph A. McDonough
Joseph A. McDonough was a Hollywood film assistant director recognized in the 1930s for his award-winning work in the early years of the Academy Awards.
-
B.
Joseph B. Keenan
Joseph B. Keenan was an American lawyer and U.S. Assistant Attorney General who served as the chief prosecutor in the post–World War II Tokyo war crimes trials.
-
C.
Arthur E. Molloy
Arthur E. Molloy was an individual significant enough in marine or exploratory history to have the undersea feature Molloy Deep named in his honor.
-
D.
William A. O'Kelly
William A. O'Kelly was a significant figure in the history of North Carolina A&T State University, honored for his contributions by having the university’s O'Kelly–Riddick Stadium named after him.
-
E.
Edward P. Doherty
Edward P. Doherty was a U.S. Army officer best known for leading the detachment that captured and killed President Abraham Lincoln’s assassin, John Wilkes Booth, at a farm near Port Royal, Virginia.
- 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_69ab4958e76481908a235377dd921c9e |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd20b6d008190acec0eb172e218c9 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b589aa20688190a74a65b0563c3938 |
completed | March 14, 2026, 4:15 p.m. |
| NEDg | Description generation | batch_69b58aa95428819085048691c77e2aea |
completed | March 14, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58b34c4e881909fd44fbe8acedda4 |
completed | March 14, 2026, 4:22 p.m. |
Created at: March 6, 2026, 9:46 p.m.