Triple

T6681903
Position Surface form Disambiguated ID Type / Status
Subject Middlebury, Vermont E152001 entity
Predicate hasTransportation P105 FINISHED
Object Vermont Route 7
Vermont Route 7 is a major north–south state highway in Vermont that passes through towns such as Middlebury, serving as an important regional transportation corridor.
E738114 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: Vermont Route 7 | Statement: [Middlebury, Vermont, hasTransportation, Vermont Route 7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vermont Route 7
Context triple: [Middlebury, Vermont, hasTransportation, Vermont Route 7]
  • A. Vermont Route 3
    Vermont Route 3 is a state highway in Vermont that provides a key connection through the Rutland area, linking local communities to major regional routes.
  • B. Vermont Route 7A
    Vermont Route 7A is a scenic north–south state highway in southwestern Vermont that serves as an alternate route to U.S. Route 7, passing through towns such as Manchester.
  • C. Vermont Route 9
    Vermont Route 9 is an east–west state highway in southern Vermont that connects the New York state line to the New Hampshire border, passing through towns such as Bennington and Brattleboro.
  • D. Vermont Route 30
    Vermont Route 30 is a north–south state highway in Vermont that passes through several towns, including Manchester, and connects rural communities in the western part of the state.
  • E. Vermont Route 14
    Vermont Route 14 is a north–south state highway in Vermont that runs through central communities including Barre, serving as a regional connector 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: Vermont Route 7
Triple: [Middlebury, Vermont, hasTransportation, Vermont Route 7]
Generated description
Vermont Route 7 is a major north–south state highway in Vermont that passes through towns such as Middlebury, serving as an important regional transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vermont Route 7
Target entity description: Vermont Route 7 is a major north–south state highway in Vermont that passes through towns such as Middlebury, serving as an important regional transportation corridor.
  • A. Vermont Route 3
    Vermont Route 3 is a state highway in Vermont that provides a key connection through the Rutland area, linking local communities to major regional routes.
  • B. Vermont Route 7A
    Vermont Route 7A is a scenic north–south state highway in southwestern Vermont that serves as an alternate route to U.S. Route 7, passing through towns such as Manchester.
  • C. Vermont Route 9
    Vermont Route 9 is an east–west state highway in southern Vermont that connects the New York state line to the New Hampshire border, passing through towns such as Bennington and Brattleboro.
  • D. Vermont Route 30
    Vermont Route 30 is a north–south state highway in Vermont that passes through several towns, including Manchester, and connects rural communities in the western part of the state.
  • E. Vermont Route 14
    Vermont Route 14 is a north–south state highway in Vermont that runs through central communities including Barre, serving as a regional connector 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_69c687f9977c819097e7f5ada4fe522e completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b11f945481908e1a9f0839c35b5b completed March 27, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4d3697848190be759069962a8f00 completed April 2, 2026, 11:04 a.m.
NEDg Description generation batch_69ce4f556a408190b404481a32b2457b completed April 2, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_69ce503737a4819083ebf9f410eac826 completed April 2, 2026, 11:17 a.m.
Created at: March 27, 2026, 2:04 p.m.