Triple

T12436980
Position Surface form Disambiguated ID Type / Status
Subject Chicopee, Massachusetts E297168 entity
Predicate hasMajorHighway P385 FINISHED
Object Massachusetts Route 33
Massachusetts Route 33 is a state highway in western Massachusetts that connects the cities of Chicopee and South Hadley, serving as a key north–south arterial route in the region.
E1171009 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: Massachusetts Route 33 | Statement: [Chicopee, Massachusetts, hasMajorHighway, Massachusetts Route 33]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 33
Context triple: [Chicopee, Massachusetts, hasMajorHighway, Massachusetts Route 33]
  • A. Massachusetts Route 30
    Massachusetts Route 30 is an east–west state highway in Massachusetts that runs from the Worcester area to the Boston region, generally paralleling the Massachusetts Turnpike.
  • B. Massachusetts Route 37
    Massachusetts Route 37 is a state highway in eastern Massachusetts that runs north–south through several communities south of Boston, serving as a key local connector route.
  • C. Massachusetts Route 32
    Massachusetts Route 32 is a north–south state highway in Massachusetts that runs through the central part of the state, connecting several small towns and intersecting major east–west routes.
  • D. Massachusetts Route 31
    Massachusetts Route 31 is a north–south state highway in Massachusetts that connects several central communities and intersects major east–west routes.
  • E. Massachusetts Route 38
    Massachusetts Route 38 is a state highway in Massachusetts that runs generally north–south through communities such as Woburn, Wilmington, and Lowell, serving as a key local arterial route.
  • 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: Massachusetts Route 33
Triple: [Chicopee, Massachusetts, hasMajorHighway, Massachusetts Route 33]
Generated description
Massachusetts Route 33 is a state highway in western Massachusetts that connects the cities of Chicopee and South Hadley, serving as a key north–south arterial route in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 33
Target entity description: Massachusetts Route 33 is a state highway in western Massachusetts that connects the cities of Chicopee and South Hadley, serving as a key north–south arterial route in the region.
  • A. Massachusetts Route 30
    Massachusetts Route 30 is an east–west state highway in Massachusetts that runs from the Worcester area to the Boston region, generally paralleling the Massachusetts Turnpike.
  • B. Massachusetts Route 37
    Massachusetts Route 37 is a state highway in eastern Massachusetts that runs north–south through several communities south of Boston, serving as a key local connector route.
  • C. Massachusetts Route 32
    Massachusetts Route 32 is a north–south state highway in Massachusetts that runs through the central part of the state, connecting several small towns and intersecting major east–west routes.
  • D. Massachusetts Route 31
    Massachusetts Route 31 is a north–south state highway in Massachusetts that connects several central communities and intersects major east–west routes.
  • E. Massachusetts Route 38
    Massachusetts Route 38 is a state highway in Massachusetts that runs generally north–south through communities such as Woburn, Wilmington, and Lowell, serving as a key local arterial route.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d8c8fd481909b35ac504127a1b6 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ebeb5ec8190afef40d87c74a8a0 completed May 9, 2026, 5:28 p.m.
NEDg Description generation batch_69ff702588908190a1b1dd1fd6a972f9 completed May 9, 2026, 5:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff70f97eec8190a1f5affdad31f2b2 completed May 9, 2026, 5:38 p.m.
Created at: April 8, 2026, 9:55 p.m.