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.