Triple

T5305817
Position Surface form Disambiguated ID Type / Status
Subject Route 79 (Massachusetts) E120099 entity
Predicate hasJunctionWith P1018 FINISHED
Object Route 138 (Massachusetts)
Route 138 (Massachusetts) is a north–south state highway that runs from the Rhode Island state line through cities such as Fall River and Taunton to the Boston area, serving as a key regional connector.
 E510917 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: Route 138 (Massachusetts) | Statement: [Route 79 (Massachusetts), hasJunctionWith, Route 138 (Massachusetts)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Route 138 (Massachusetts)
Context triple: [Route 79 (Massachusetts), hasJunctionWith, Route 138 (Massachusetts)]
  • A. Massachusetts Route 130
    Massachusetts Route 130 is a state highway on Cape Cod that runs through several towns, including Sandwich, providing a north–south connection between local communities and major routes.
  • B. Massachusetts Route 134
    Massachusetts Route 134 is a state highway on Cape Cod in Massachusetts that serves as a key north–south connector through the town of Dennis.
  • C. Massachusetts Route 13
    Massachusetts Route 13 is a state highway in north-central Massachusetts that runs between Leominster and the New Hampshire state line, serving as a regional connector route.
  • D. 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.
  • E. Massachusetts Route 116
    Massachusetts Route 116 is a state highway in western Massachusetts that runs through several towns including Amherst and South Hadley, connecting rural areas with major regional routes and institutions.
  • 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: Route 138 (Massachusetts)
Triple: [Route 79 (Massachusetts), hasJunctionWith, Route 138 (Massachusetts)]
Generated description
Route 138 (Massachusetts) is a north–south state highway that runs from the Rhode Island state line through cities such as Fall River and Taunton to the Boston area, serving as a key regional connector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Route 138 (Massachusetts)
Target entity description: Route 138 (Massachusetts) is a north–south state highway that runs from the Rhode Island state line through cities such as Fall River and Taunton to the Boston area, serving as a key regional connector.
  • A. Massachusetts Route 130
    Massachusetts Route 130 is a state highway on Cape Cod that runs through several towns, including Sandwich, providing a north–south connection between local communities and major routes.
  • B. Massachusetts Route 134
    Massachusetts Route 134 is a state highway on Cape Cod in Massachusetts that serves as a key north–south connector through the town of Dennis.
  • C. Massachusetts Route 13
    Massachusetts Route 13 is a state highway in north-central Massachusetts that runs between Leominster and the New Hampshire state line, serving as a regional connector route.
  • D. 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.
  • E. Massachusetts Route 116
    Massachusetts Route 116 is a state highway in western Massachusetts that runs through several towns including Amherst and South Hadley, connecting rural areas with major regional routes and institutions.
  • 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_69bd44704be88190acdb2ac481b0ff55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd851dd0d081909c0bf1423278ad8a completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10f77b048190b8d3b39b900008d8 completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf1186f1988190893e8d1af8623f6d completed March 21, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69bf1226ddd08190a39799fd0db58694 completed March 21, 2026, 9:48 p.m.
Created at: March 20, 2026, 1:53 p.m.