Triple

T3622
Position Surface form Disambiguated ID Type / Status
Subject COFHE E68 entity
Predicate hasMember P10 FINISHED
Object Middlebury College
Middlebury College is a private liberal arts college in Middlebury, Vermont, renowned for its strong undergraduate programs and prestigious language schools.
 E28342 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: Middlebury College | Statement: [COFHE, hasMember, Middlebury College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Middlebury College
Context triple: [COFHE, hasMember, Middlebury 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. Bowdoin College
    Bowdoin College is a private liberal arts college in Brunswick, Maine, known for its rigorous academics, small class sizes, and strong emphasis on undergraduate education.
  • E. Carleton College
    Carleton College is a private liberal arts college in Northfield, Minnesota, known for its rigorous academics, close-knit residential community, and strong emphasis on undergraduate education.
  • 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: Middlebury College
Triple: [COFHE, hasMember, Middlebury College]
Generated description
Middlebury College is a private liberal arts college in Middlebury, Vermont, renowned for its strong undergraduate programs and prestigious language schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Middlebury College
Target entity description: Middlebury College is a private liberal arts college in Middlebury, Vermont, renowned for its strong undergraduate programs and prestigious language schools.
  • 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. Bowdoin College
    Bowdoin College is a private liberal arts college in Brunswick, Maine, known for its rigorous academics, small class sizes, and strong emphasis on undergraduate education.
  • E. Carleton College
    Carleton College is a private liberal arts college in Northfield, Minnesota, known for its rigorous academics, close-knit residential community, and strong emphasis on undergraduate education.
  • 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_69a238d6b47881909e68288aed2fd858 completed Feb. 28, 2026, 12:37 a.m.
NER Named-entity recognition batch_69a2399c646c8190b4977ed56b8835a8 completed Feb. 28, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34d8edb8c81909c7229fe6e4c0569 completed Feb. 28, 2026, 8:18 p.m.
NEDg Description generation batch_69a34dfe27a081909498374e791fb725 completed Feb. 28, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_69a34ed268f88190a4a4c53bc52a7182 completed Feb. 28, 2026, 8:23 p.m.
Created at: Feb. 28, 2026, 12:40 a.m.