Triple

T89439
Position Surface form Disambiguated ID Type / Status
Subject Pioneer Valley E1797 entity
Predicate contains P35 FINISHED
Object 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.
 E116397 NE FINISHED

How this triple was built (4 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: Hampshire College | Statement: [Pioneer Valley, contains, Hampshire College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hampshire College
Context triple: [Pioneer Valley, contains, Hampshire College]
  • A. Amherst College
    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. 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.
  • D. 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.
  • E. Massachusetts College of Liberal Arts
    Massachusetts College of Liberal Arts is a small public liberal arts college located in North Adams, Massachusetts, known for its focus on undergraduate education in the arts and sciences.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hampshire College
Triple: [Pioneer Valley, contains, Hampshire College]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hampshire College
Target entity description: 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.
  • A. Amherst College
    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. 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.
  • D. 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.
  • E. Massachusetts College of Liberal Arts
    Massachusetts College of Liberal Arts is a small public liberal arts college located in North Adams, Massachusetts, known for its focus on undergraduate education in the arts and sciences.
  • F. None of above. chosen

Provenance (5 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_69a24d1a97dc819094e6c021fe9b05a7 completed Feb. 28, 2026, 2:04 a.m.
NER Named-entity recognition batch_69a383e3575c8190932dcdc25503d06e completed March 1, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ac1cc7fc6c8190ac5da1e473396932 completed March 7, 2026, 12:40 p.m.
NEDg Description generation batch_69ac1d3b36c08190852dc68a1dc282f2 completed March 7, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69ac1ded444c81909a7b9f9e3869bd38 completed March 7, 2026, 12:45 p.m.
Created at: Feb. 28, 2026, 2:07 a.m.