Triple
T8539878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Gaghan |
E202168
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Marlboro College |
E83997
|
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: Marlboro College | Statement: [Stephen Gaghan, educatedAt, Marlboro College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlboro College Context triple: [Stephen Gaghan, educatedAt, Marlboro College]
-
A.
Marlboro College
chosen
Marlboro College was a small, progressive liberal arts college in Marlboro, Vermont, known for its individualized, student-directed academic programs and close-knit campus community.
-
B.
Andrew College
Andrew College is a small private liberal arts college affiliated with the United Methodist Church, located in Cuthbert, Georgia.
-
C.
Manchester College
Manchester College is an educational institution historically associated with the early academic formation of Nobel Prize–winning chemist Paul J. Flory.
-
D.
Marshall College
Marshall College is the fictional academic institution where archaeologist and adventurer Indiana Jones works as a professor in the Indiana Jones film series.
-
E.
Hampshire College
Hampshire College is an experimental liberal arts college in Amherst, Massachusetts, known for its student-designed curricula, narrative evaluations, and membership in the Five College Consortium.
- 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_69ca832355b08190b8b6a4ab4a4a3554 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe6dfb2bc8190a41e32eca3c824c2 |
completed | March 31, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6d9d06e48190a5c0cfa9779fc07c |
completed | April 2, 2026, 1:22 p.m. |
Created at: March 30, 2026, 6:18 p.m.