Triple

T9194922
Position Surface form Disambiguated ID Type / Status
Subject Somerset, Massachusetts E220679 entity
Predicate hasMajorHighway P385 FINISHED
Object Massachusetts Route 103
Massachusetts Route 103 is a state highway in southeastern Massachusetts that runs through communities such as Somerset, providing a key local east–west connection.
E935453 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 103 | Statement: [Somerset, Massachusetts, hasMajorHighway, Massachusetts Route 103]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 103
Context triple: [Somerset, Massachusetts, hasMajorHighway, Massachusetts Route 103]
  • A. Massachusetts Route 107
    Massachusetts Route 107 is a state highway in northeastern Massachusetts that runs through cities such as Lynn and Revere, connecting local communities and providing access to the North Shore region.
  • B. Massachusetts Route 109
    Massachusetts Route 109 is a state highway in eastern Massachusetts that runs west–east from Milford to Boston, serving several communities in Norfolk County along the way.
  • C. Massachusetts Route 102
    Massachusetts Route 102 is a state highway in western Massachusetts that runs through the Berkshires, connecting towns such as Stockbridge to the New York state line.
  • D. Massachusetts Route 105
    Massachusetts Route 105 is a state highway in southeastern Massachusetts that connects several communities in Bristol and Plymouth counties, serving as a regional north–south route.
  • E. Massachusetts Route 104
    Massachusetts Route 104 is a state highway in southeastern Massachusetts that runs between Bridgewater and West Bridgewater, connecting local communities and major routes in the region.
  • 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 103
Triple: [Somerset, Massachusetts, hasMajorHighway, Massachusetts Route 103]
Generated description
Massachusetts Route 103 is a state highway in southeastern Massachusetts that runs through communities such as Somerset, providing a key local east–west connection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 103
Target entity description: Massachusetts Route 103 is a state highway in southeastern Massachusetts that runs through communities such as Somerset, providing a key local east–west connection.
  • A. Massachusetts Route 107
    Massachusetts Route 107 is a state highway in northeastern Massachusetts that runs through cities such as Lynn and Revere, connecting local communities and providing access to the North Shore region.
  • B. Massachusetts Route 109
    Massachusetts Route 109 is a state highway in eastern Massachusetts that runs west–east from Milford to Boston, serving several communities in Norfolk County along the way.
  • C. Massachusetts Route 102
    Massachusetts Route 102 is a state highway in western Massachusetts that runs through the Berkshires, connecting towns such as Stockbridge to the New York state line.
  • D. Massachusetts Route 105
    Massachusetts Route 105 is a state highway in southeastern Massachusetts that connects several communities in Bristol and Plymouth counties, serving as a regional north–south route.
  • E. Massachusetts Route 104
    Massachusetts Route 104 is a state highway in southeastern Massachusetts that runs between Bridgewater and West Bridgewater, connecting local communities and major routes in the region.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd87c3a3c8190b60f19873ef6e1f8 completed April 1, 2026, 8:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69e712b2ff1081908ccf311e1133ab72 completed April 21, 2026, 6:01 a.m.
NEDg Description generation batch_69e720f4015c81909ba7973c3e781985 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e75a7a04c88190bb8f3dd3f3e435ef completed April 21, 2026, 11:07 a.m.
Created at: March 30, 2026, 7:25 p.m.