Triple
T202778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langche Zeng |
E4541
|
entity |
| Predicate | coauthorWith |
P2389
|
FINISHED |
| Object | Gary King |
E618
|
NE FINISHED |
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 King | Statement: [Langche Zeng, coauthorWith, Gary King]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary King Context triple: [Langche Zeng, coauthorWith, Gary King]
-
A.
Gary King
chosen
Gary King is a prominent American political scientist and quantitative methodologist at Harvard University, known for his influential work in statistical methods for social science research.
-
B.
Urie McCleary
Urie McCleary was an American art director and production designer known for his work on numerous Hollywood films in the mid-20th century.
-
C.
Luke Nosek
Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
-
D.
Gabriel A. Almond
Gabriel A. Almond was an influential American political scientist known for his pioneering work in comparative politics and political culture.
-
E.
William K. Reilly
William K. Reilly is an American environmental leader and former Administrator of the U.S. Environmental Protection Agency known for his influential role in advancing environmental policy and conservation.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: coauthorWith Context triple: [Langche Zeng, coauthorWith, Gary King]
-
A.
hasCoauthor
chosen
Indicates that two or more entities have jointly authored the same work or publication.
-
B.
partOfAuthorBibliography
Indicates that a work is included in the set of publications that make up an author's bibliography.
-
C.
coFounderWith
Indicates that two or more entities jointly founded the same organization or venture.
-
D.
coCreator
Indicates that two or more entities jointly created or produced something together.
-
E.
coInventorWith
Indicates that two or more entities jointly invented or created the same invention.
- F. None of above.
Provenance (4 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_69a25737567c81908f9c505300239181 |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25f46b4f081909e5ee3718109a71f |
completed | Feb. 28, 2026, 3:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3736ce0148190971ea784bfd171a5 |
completed | Feb. 28, 2026, 10:59 p.m. |
| PD | Predicate disambiguation | batch_69a25b4b42ec8190bef16bbbdd30a742 |
completed | Feb. 28, 2026, 3:04 a.m. |
Created at: Feb. 28, 2026, 2:51 a.m.