Triple
T1154791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Helmer MacArthur |
E23758
|
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: [Robert Helmer MacArthur, educatedAt, Marlboro College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlboro College Context triple: [Robert Helmer MacArthur, 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.
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.
-
C.
Amherst College
Amherst College is a highly selective private liberal arts college in Amherst, Massachusetts, known for its rigorous academics and open curriculum.
-
D.
James College
James College is one of the constituent residential colleges of the University of York, providing accommodation, social spaces, and community activities for its students.
-
E.
Williams College
Williams College is a highly selective private liberal arts college in Williamstown, Massachusetts, known for its strong undergraduate focus and small, residential campus.
- 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_69a493f0d32c8190ac74bad3c87f2641 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bc8fbb548190865b1bf019f2bde4 |
completed | March 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce57fbe081908a2060344c19141d |
completed | March 8, 2026, 1:18 a.m. |
Created at: March 1, 2026, 7:44 p.m.