Triple
T4316863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James S. Langer |
E96414
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | James S. Langer |
E96414
|
NE FINISHED |
How this triple was built (2 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: James S. Langer | Statement: [James S. Langer, name, James S. Langer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James S. Langer Context triple: [James S. Langer, name, James S. Langer]
-
A.
James S. Langer
chosen
James S. Langer is an American theoretical physicist known for his work on phase transitions, pattern formation, and the dynamics of nonequilibrium systems.
-
B.
Robert G. Heft
Robert G. Heft was an American designer best known for creating the 50-star version of the United States flag while still a high school student.
-
C.
Jerome H. Barkow
Jerome H. Barkow is an evolutionary anthropologist and psychologist known for his work on evolutionary psychology and human nature, including co-editing the influential volume "The Adapted Mind."
-
D.
Richard H. Kline
Richard H. Kline was an American cinematographer known for his work on major Hollywood films from the 1960s through the 1980s, including visually ambitious projects like the 1976 remake of King Kong.
-
E.
Bruce J. Allyn
Bruce J. Allyn is a scholar and author known for his work on U.S.-Soviet relations and the Cuban Missile Crisis, often in collaboration with political scientist James G. Blight.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b345422aac81909ddbadae437d122e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350f733888190866611fcdea97a5f |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d085f78481909bb6dd55bf06d9d6 |
completed | March 14, 2026, 9:17 p.m. |
Created at: March 12, 2026, 11:12 p.m.