Triple

T21342360
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Route 135 E526228 entity
Predicate passesThrough P225 FINISHED
Object Ashland
Ashland is a suburban town in eastern Massachusetts known for its residential character and location between Boston and Worcester.
E1205493 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: Ashland | Statement: [Massachusetts Route 135, passesThrough, Ashland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashland
Context triple: [Massachusetts Route 135, passesThrough, Ashland]
  • A. Ashland
    Ashland is an unincorporated community in Alameda County, California, situated in the East Bay region of the San Francisco Bay Area.
  • B. Ashland
    Ashland is a Chicago 'L' rapid transit station on the CTA's Pink Line serving the city's Near West Side.
  • C. Ashland
    Ashland is a small city in southern Oregon known for its vibrant arts scene, including the Oregon Shakespeare Festival, and its proximity to outdoor recreation areas.
  • D. Ashland
    Ashland is a small New England town in Grafton County, New Hampshire, known for its historic mill heritage and scenic location near Squam Lake.
  • E. Ashland
    Ashland is a town that serves as the community setting for Ashland Middle School.
  • 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: Ashland
Triple: [Massachusetts Route 135, passesThrough, Ashland]
Generated description
Ashland is a suburban town in eastern Massachusetts known for its residential character and location between Boston and Worcester.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashland
Target entity description: Ashland is a suburban town in eastern Massachusetts known for its residential character and location between Boston and Worcester.
  • A. Ashland chosen
    Ashland is a suburban town in eastern Massachusetts known for its residential neighborhoods, schools, and proximity to the Boston metropolitan area.
  • B. Ashland
    Ashland is a small New England town in Grafton County, New Hampshire, known for its historic mill heritage and scenic location near Squam Lake.
  • C. Ashland
    Ashland is a town that serves as the community setting for Ashland Middle School.
  • D. Ashland
    Ashland is an unincorporated community in Alameda County, California, situated in the East Bay region of the San Francisco Bay Area.
  • E. Ashland
    Ashland is a small borough in Schuylkill County, Pennsylvania, historically known for its anthracite coal mining heritage.
  • F. None of above.

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_69e0b51c33048190ab27cede74ef798c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8a850617081909bf5c1ecc84d55b1 completed April 22, 2026, 10:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09a5c687088190bff6ab64c0a53600 completed May 17, 2026, 11:25 a.m.
NEDg Description generation batch_6a09a6848c1c8190992ae7cdfeabdcf8 completed May 17, 2026, 11:29 a.m.
NED2 Entity disambiguation (via description) batch_6a09aae23f2c81908f08d290277e22f9 completed May 17, 2026, 11:47 a.m.
Created at: April 16, 2026, 4:44 p.m.