Triple
T9941551
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter Kornbluh |
E194093
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Malcolm Byrne
Malcolm Byrne is a historian and analyst known for his work on U.S. foreign policy and declassified government documents, often in collaboration with fellow researcher Peter Kornbluh.
|
E830680
|
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: Malcolm Byrne | Statement: [Peter Kornbluh, coAuthorWith, Malcolm Byrne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malcolm Byrne Context triple: [Peter Kornbluh, coAuthorWith, Malcolm Byrne]
-
A.
Malcolm Barbour
Malcolm Barbour is a television producer best known for co-creating the long-running reality TV series "Cops."
-
B.
Michael Byrne
Michael Byrne is a British character actor known for his numerous film and television roles, often portraying military officers or authority figures.
-
C.
Malcolm McConnell
Malcolm McConnell is an American author and journalist best known for co-writing numerous military and war-related nonfiction books with prominent soldiers and veterans.
-
D.
Malcolm Clarke
Malcolm Clarke was a British composer and sound engineer best known for his pioneering electronic music work on the television series Doctor Who.
-
E.
Ian Bryce
Ian Bryce is a British film producer known for his work on major Hollywood blockbusters such as Saving Private Ryan and the Transformers series.
- 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: Malcolm Byrne Triple: [Peter Kornbluh, coAuthorWith, Malcolm Byrne]
Generated description
Malcolm Byrne is a historian and analyst known for his work on U.S. foreign policy and declassified government documents, often in collaboration with fellow researcher Peter Kornbluh.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malcolm Byrne Target entity description: Malcolm Byrne is a historian and analyst known for his work on U.S. foreign policy and declassified government documents, often in collaboration with fellow researcher Peter Kornbluh.
-
A.
Malcolm Barbour
Malcolm Barbour is a television producer best known for co-creating the long-running reality TV series "Cops."
-
B.
Michael Byrne
Michael Byrne is a British character actor known for his numerous film and television roles, often portraying military officers or authority figures.
-
C.
Malcolm McConnell
Malcolm McConnell is an American author and journalist best known for co-writing numerous military and war-related nonfiction books with prominent soldiers and veterans.
-
D.
Malcolm Clarke
Malcolm Clarke was a British composer and sound engineer best known for his pioneering electronic music work on the television series Doctor Who.
-
E.
Ian Bryce
Ian Bryce is a British film producer known for his work on major Hollywood blockbusters such as Saving Private Ryan and the Transformers series.
- 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_69ca82e409348190a393777356b80a2a |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb610905c81909d669265c92021a5 |
completed | April 2, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d22911a9ac81909caa2afb30e4860b |
completed | April 5, 2026, 9:19 a.m. |
| NEDg | Description generation | batch_69d22ad44b748190a774a2b2f8d5fabf |
completed | April 5, 2026, 9:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d22b37ce8481909a52a144605d44a4 |
completed | April 5, 2026, 9:28 a.m. |
Created at: March 30, 2026, 8:44 p.m.