Triple
T2694665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kenneth N. Waltz |
E58482
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Scott D. Sagan
Scott D. Sagan is an American political scientist and leading scholar of nuclear strategy, deterrence theory, and organizational aspects of nuclear weapons policy.
|
E291365
|
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: Scott D. Sagan | Statement: [Kenneth N. Waltz, coAuthor, Scott D. Sagan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scott D. Sagan Context triple: [Kenneth N. Waltz, coAuthor, Scott D. Sagan]
-
A.
Ken Ledeen
Ken Ledeen is a technology entrepreneur and author best known for co-writing influential works on digital technology and its societal impact.
-
B.
Michael B. Gerrard
Michael B. Gerrard is an American environmental lawyer and scholar known for his leadership in climate change law and policy.
-
C.
John Logsdon
John Logsdon is an American space policy historian and scholar known for his expertise on NASA, space exploration decision-making, and the history of the U.S. space program.
-
D.
Michael S. Barr
Michael S. Barr is an American legal scholar and policymaker who serves as a key U.S. financial regulator, overseeing banking supervision and financial stability at the Federal Reserve.
-
E.
Peter S. Seaman
Peter S. Seaman is an American screenwriter best known for co-writing major Hollywood films such as "Who Framed Roger Rabbit" and "Shrek the Third."
- 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: Scott D. Sagan Triple: [Kenneth N. Waltz, coAuthor, Scott D. Sagan]
Generated description
Scott D. Sagan is an American political scientist and leading scholar of nuclear strategy, deterrence theory, and organizational aspects of nuclear weapons policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scott D. Sagan Target entity description: Scott D. Sagan is an American political scientist and leading scholar of nuclear strategy, deterrence theory, and organizational aspects of nuclear weapons policy.
-
A.
Ken Ledeen
Ken Ledeen is a technology entrepreneur and author best known for co-writing influential works on digital technology and its societal impact.
-
B.
Michael B. Gerrard
Michael B. Gerrard is an American environmental lawyer and scholar known for his leadership in climate change law and policy.
-
C.
John Logsdon
John Logsdon is an American space policy historian and scholar known for his expertise on NASA, space exploration decision-making, and the history of the U.S. space program.
-
D.
Michael S. Barr
Michael S. Barr is an American legal scholar and policymaker who serves as a key U.S. financial regulator, overseeing banking supervision and financial stability at the Federal Reserve.
-
E.
Peter S. Seaman
Peter S. Seaman is an American screenwriter best known for co-writing major Hollywood films such as "Who Framed Roger Rabbit" and "Shrek the Third."
- 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_69ab4ac269e481909cb317d79e68b75b |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda10a9bc81908473d02ab9116cef |
completed | March 7, 2026, 7:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf6804b48190ac0bfe464da93025 |
completed | March 10, 2026, 5:43 a.m. |
| NEDg | Description generation | batch_69afb045e304819080efecf2738453e6 |
completed | March 10, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb0ab2a8081909e729f883a7438d7 |
completed | March 10, 2026, 5:48 a.m. |
Created at: March 6, 2026, 9:55 p.m.