Triple

T7445298
Position Surface form Disambiguated ID Type / Status
Subject Hadley, Massachusetts E171861 entity
Predicate partOf P40 FINISHED
Object Five College area
The Five College area is a region in western Massachusetts known for its concentration of higher education institutions, including Amherst, Hampshire, Mount Holyoke, and Smith Colleges, and the University of Massachusetts Amherst.
E665571 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 area | Statement: [Hadley, Massachusetts, partOf, Five College area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Five College area
Context triple: [Hadley, Massachusetts, partOf, Five College area]
  • A. Boston University area
    The Boston University area is a bustling urban neighborhood in Boston centered around Boston University’s campus, known for its student life, academic buildings, and proximity to major city amenities.
  • B. Campus East
    Campus East is a major part of the University of York’s Heslington East expansion, housing modern academic buildings, student accommodation, and research facilities.
  • C. Collegetown business district
    The Collegetown business district is a dense, student-oriented commercial neighborhood in Ithaca, New York, known for its restaurants, bars, shops, and housing serving the nearby Cornell University community.
  • D. Middletown campus
    Middletown campus is a regional branch of Miami University that offers undergraduate programs and community-focused education in a smaller, commuter-friendly setting.
  • E. East Campus
    East Campus is a major residential and academic extension of American University’s main campus in Washington, D.C., featuring student housing, classrooms, and campus amenities.
  • 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 area
Triple: [Hadley, Massachusetts, partOf, Five College area]
Generated description
The Five College area is a region in western Massachusetts known for its concentration of higher education institutions, including Amherst, Hampshire, Mount Holyoke, and Smith Colleges, and the University of Massachusetts Amherst.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Five College area
Target entity description: The Five College area is a region in western Massachusetts known for its concentration of higher education institutions, including Amherst, Hampshire, Mount Holyoke, and Smith Colleges, and the University of Massachusetts Amherst.
  • A. Boston University area
    The Boston University area is a bustling urban neighborhood in Boston centered around Boston University’s campus, known for its student life, academic buildings, and proximity to major city amenities.
  • B. Campus East
    Campus East is a major part of the University of York’s Heslington East expansion, housing modern academic buildings, student accommodation, and research facilities.
  • C. Collegetown business district
    The Collegetown business district is a dense, student-oriented commercial neighborhood in Ithaca, New York, known for its restaurants, bars, shops, and housing serving the nearby Cornell University community.
  • D. Middletown campus
    Middletown campus is a regional branch of Miami University that offers undergraduate programs and community-focused education in a smaller, commuter-friendly setting.
  • E. East Campus
    East Campus is a major residential and academic extension of American University’s main campus in Washington, D.C., featuring student housing, classrooms, and campus amenities.
  • 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_69c68a65402881908f7869368eb746fb completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f37054388190a6cb4c0db2ca6014 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c827a6668c8190a88c6406684e7689 completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c828c8b0588190a5a99380dc25d837 completed March 28, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69c8296962b48190b9f5cc4a66b93b91 completed March 28, 2026, 7:18 p.m.
Created at: March 27, 2026, 3:14 p.m.