Triple
T11505172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Glass Closet: Why Coming Out Is Good Business |
E272764
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
John Browne
John Browne is a British businessman and former CEO of BP who has written about leadership, corporate responsibility, and LGBT inclusion in the workplace.
|
E935255
|
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 Browne | Statement: [The Glass Closet: Why Coming Out Is Good Business, author, John Browne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Browne Context triple: [The Glass Closet: Why Coming Out Is Good Business, author, John Browne]
-
A.
Bill Canning
Bill Canning is a notable individual who shares the Canning surname, recognized enough to be specifically distinguished among people with that name.
-
B.
Paul Givan
Paul Givan is a Democratic Unionist Party politician who served as First Minister of Northern Ireland.
-
C.
Alan Milburn
Alan Milburn is a British Labour politician and former Secretary of State for Health who later became a prominent figure in public service reform and higher education leadership.
-
D.
John Polson
John Polson is an Australian actor and filmmaker best known internationally for directing thrillers such as "Swimfan" and "Hide and Seek."
-
E.
Stephen Rennicks
Stephen Rennicks is an Irish composer best known for his film scores, particularly his long-standing collaboration with director Lenny Abrahamson.
- 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 Browne Triple: [The Glass Closet: Why Coming Out Is Good Business, author, John Browne]
Generated description
John Browne is a British businessman and former CEO of BP who has written about leadership, corporate responsibility, and LGBT inclusion in the workplace.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Browne Target entity description: John Browne is a British businessman and former CEO of BP who has written about leadership, corporate responsibility, and LGBT inclusion in the workplace.
-
A.
Bill Canning
Bill Canning is a notable individual who shares the Canning surname, recognized enough to be specifically distinguished among people with that name.
-
B.
Paul Givan
Paul Givan is a Democratic Unionist Party politician who served as First Minister of Northern Ireland.
-
C.
Alan Milburn
Alan Milburn is a British Labour politician and former Secretary of State for Health who later became a prominent figure in public service reform and higher education leadership.
-
D.
John Polson
John Polson is an Australian actor and filmmaker best known internationally for directing thrillers such as "Swimfan" and "Hide and Seek."
-
E.
Stephen Rennicks
Stephen Rennicks is an Irish composer best known for his film scores, particularly his long-standing collaboration with director Lenny Abrahamson.
- 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_69d6aae2c3748190bed2ea50dfb160dc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d86db2f4b08190801de1b773932f59 |
completed | April 10, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e71362e59481909675a1a784dcf7fd |
completed | April 21, 2026, 6:04 a.m. |
| NEDg | Description generation | batch_69e720f4015c81909ba7973c3e781985 |
completed | April 21, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e75a7a04c88190bb8f3dd3f3e435ef |
completed | April 21, 2026, 11:07 a.m. |
Created at: April 8, 2026, 9:36 p.m.