Triple
T1642546
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hampshire County, Massachusetts |
E35504
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Amherst College |
E15829
|
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: Amherst College | Statement: [Hampshire County, Massachusetts, hasHigherEducationInstitution, Amherst College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amherst College Context triple: [Hampshire County, Massachusetts, hasHigherEducationInstitution, Amherst College]
-
A.
Amherst College
chosen
Amherst College is a highly selective private liberal arts college in Amherst, Massachusetts, known for its rigorous academics and open curriculum.
-
B.
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.
-
C.
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.
-
D.
Smith College
Smith College is a private liberal arts women's college in Northampton, Massachusetts, known as a member of the historic Seven Sisters institutions.
-
E.
Tufts College
Tufts College is a private research university in Medford and Somerville, Massachusetts, known for its strong programs in the liberal arts, sciences, and international relations.
- 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_69a88604618c81908b41f6429c431eb6 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a3f4d8c8190aa0a44d1c9b1a7f0 |
completed | March 5, 2026, 4:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28d6c6db881908a45f53bf78fe22a |
completed | March 12, 2026, 9:54 a.m. |
Created at: March 4, 2026, 7:28 p.m.