Triple

T89436
Position Surface form Disambiguated ID Type / Status
Subject Pioneer Valley E1797 entity
Predicate contains P35 FINISHED
Object Five College Consortium
The Five College Consortium is an academic collaboration in western Massachusetts that unites Amherst, Hampshire, Mount Holyoke, and Smith Colleges with the University of Massachusetts Amherst to share resources, courses, and programs.
 E33943 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: Five College Consortium | Statement: [Pioneer Valley, contains, Five College Consortium]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Five College Consortium
Context triple: [Pioneer Valley, contains, Five College Consortium]
  • A. Association of American Universities
    The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
  • B. Ivy League
    The Ivy League is an association of eight prestigious private universities in the northeastern United States, renowned for their academic excellence, selective admissions, and historical influence.
  • 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. University Alliance
    University Alliance is a UK-based coalition of professional and technical universities focused on applied research, industry collaboration, and practice-oriented higher education.
  • 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. 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: Five College Consortium
Triple: [Pioneer Valley, contains, Five College Consortium]
Generated description
The Five College Consortium is an academic collaboration in western Massachusetts that unites Amherst, Hampshire, Mount Holyoke, and Smith Colleges with the University of Massachusetts Amherst to share resources, courses, and programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Five College Consortium
Target entity description: The Five College Consortium is an academic collaboration in western Massachusetts that unites Amherst, Hampshire, Mount Holyoke, and Smith Colleges with the University of Massachusetts Amherst to share resources, courses, and programs.
  • A. Association of American Universities
    The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
  • B. Ivy League
    The Ivy League is an association of eight prestigious private universities in the northeastern United States, renowned for their academic excellence, selective admissions, and historical influence.
  • 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. University Alliance
    University Alliance is a UK-based coalition of professional and technical universities focused on applied research, industry collaboration, and practice-oriented higher education.
  • 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. 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_69a3861002e48190a2f2ac4595eb0679 completed March 1, 2026, 12:19 a.m.
NEDg Description generation batch_69a386680f5c8190a3f98e7a0505e217 completed March 1, 2026, 12:20 a.m.
NED2 Entity disambiguation (via description) batch_69a386b7d8408190bb37063b727c0f46 completed March 1, 2026, 12:22 a.m.
Created at: Feb. 28, 2026, 2:07 a.m.