Triple
T23125624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Seymour Martin Lipset |
E577019
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object | Gary Marks |
—
|
NE NERFINISHED |
How this triple was built (3 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: Gary Marks | Statement: [Seymour Martin Lipset, coAuthorWith, Gary Marks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Marks Context triple: [Seymour Martin Lipset, coAuthorWith, Gary Marks]
-
A.
Gary Marks
Gary Marks is a screenwriter best known for his work on the music-centered drama film "The Music Never Stopped."
-
B.
David Marks
David Marks is a film editor known for his work on the psychological horror film "The Night House."
-
C.
David Marks
David Marks is an American guitarist and singer best known as an early member of the iconic rock band The Beach Boys.
-
D.
David Marks
David Marks was a British architect best known as the co-designer of the London Eye and other major public structures.
-
E.
Dave Marks
Dave Marks is a character on "The Jim Gaffigan Show," serving as one of Jim's close friends and a source of comic relief in his everyday misadventures.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gary Marks Target entity description: Gary Marks is a political scientist known for his influential work on multilevel governance, European integration, and comparative politics, often in collaboration with leading scholars such as Seymour Martin Lipset.
-
A.
Gary Marks
Gary Marks is a screenwriter best known for his work on the music-centered drama film "The Music Never Stopped."
-
B.
David Marks
David Marks is an American guitarist and singer best known as an early member of the iconic rock band The Beach Boys.
-
C.
David Marks
David Marks was a British architect best known as the co-designer of the London Eye and other major public structures.
-
D.
David Marks
David Marks is a film editor known for his work on the psychological horror film "The Night House."
-
E.
Dave Marks
Dave Marks is a character on "The Jim Gaffigan Show," serving as one of Jim's close friends and a source of comic relief in his everyday misadventures.
- F. None of above. chosen
Provenance (2 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_69e245f7b0e481909c473ff4e6a54e2c |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e53ac288190b27fe8064fb576c2 |
completed | April 29, 2026, 4:51 a.m. |
Created at: April 17, 2026, 3:59 p.m.