Triple

T1002376
Position Surface form Disambiguated ID Type / Status
Subject Haverhill E21631 entity
Predicate isServedByHighway P385 FINISHED
Object Massachusetts Route 97
Massachusetts Route 97 is a north–south state highway in northeastern Massachusetts that connects several communities from the New Hampshire border down toward the Merrimack Valley region.
E241489 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 97 | Statement: [Haverhill, isServedByHighway, Massachusetts Route 97]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 97
Context triple: [Haverhill, isServedByHighway, Massachusetts Route 97]
  • A. Massachusetts Route 9
    Massachusetts Route 9 is a major east–west state highway in Massachusetts that serves as a key arterial route connecting Boston with numerous western suburbs and communities.
  • B. Massachusetts Route 85
    Massachusetts Route 85 is a north–south state highway in eastern Massachusetts that runs through communities such as Milford, Hopkinton, and Hudson, providing local access parallel to Interstate 495.
  • C. Massachusetts Route 119
    Massachusetts Route 119 is a state highway in Massachusetts that runs east–west through several north-central communities, connecting suburban towns to the New Hampshire border.
  • D. Massachusetts Route 24
    Massachusetts Route 24 is a major north–south highway in southeastern Massachusetts that links the Boston metropolitan area with cities such as Brockton, Taunton, and Fall River.
  • E. Massachusetts Route 140
    Massachusetts Route 140 is a state highway in Massachusetts that runs generally north–south, linking several cities and towns in the southeastern and central parts of the state.
  • 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 97
Triple: [Haverhill, isServedByHighway, Massachusetts Route 97]
Generated description
Massachusetts Route 97 is a north–south state highway in northeastern Massachusetts that connects several communities from the New Hampshire border down toward the Merrimack Valley region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 97
Target entity description: Massachusetts Route 97 is a north–south state highway in northeastern Massachusetts that connects several communities from the New Hampshire border down toward the Merrimack Valley region.
  • A. Massachusetts Route 9
    Massachusetts Route 9 is a major east–west state highway in Massachusetts that serves as a key arterial route connecting Boston with numerous western suburbs and communities.
  • B. Massachusetts Route 85
    Massachusetts Route 85 is a north–south state highway in eastern Massachusetts that runs through communities such as Milford, Hopkinton, and Hudson, providing local access parallel to Interstate 495.
  • C. Massachusetts Route 119
    Massachusetts Route 119 is a state highway in Massachusetts that runs east–west through several north-central communities, connecting suburban towns to the New Hampshire border.
  • D. Massachusetts Route 24
    Massachusetts Route 24 is a major north–south highway in southeastern Massachusetts that links the Boston metropolitan area with cities such as Brockton, Taunton, and Fall River.
  • E. Massachusetts Route 140
    Massachusetts Route 140 is a state highway in Massachusetts that runs generally north–south, linking several cities and towns in the southeastern and central parts of the state.
  • 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4fcbc04819098d2125518f62ae7 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d73c10c8190a059c3ae6b3a6279 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e027ea48190a052556d43c39f73 completed March 9, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea4edcc81908829e4bd64ce0aea completed March 9, 2026, 5:46 a.m.
Created at: March 1, 2026, 7:41 p.m.