Triple

T7997240
Position Surface form Disambiguated ID Type / Status
Subject Northfield Falls, Vermont E186156 entity
Predicate roadAccess P385 FINISHED
Object Vermont Route 12
Vermont Route 12 is a north–south state highway in central Vermont that connects several small towns and rural communities, including Northfield Falls, to larger regional routes.
 E751527 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 12 | Statement: [Northfield Falls, Vermont, roadAccess, Vermont Route 12]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vermont Route 12
Context triple: [Northfield Falls, Vermont, roadAccess, Vermont Route 12]
  • A. Vermont Route 121
    Vermont Route 121 is a state highway in southeastern Vermont that runs through rural communities and river valleys, including the village of Bellows Falls.
  • B. 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.
  • C. 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.
  • 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 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.
  • 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 12
Triple: [Northfield Falls, Vermont, roadAccess, Vermont Route 12]
Generated description
Vermont Route 12 is a north–south state highway in central Vermont that connects several small towns and rural communities, including Northfield Falls, to larger regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vermont Route 12
Target entity description: Vermont Route 12 is a north–south state highway in central Vermont that connects several small towns and rural communities, including Northfield Falls, to larger regional routes.
  • A. Vermont Route 121
    Vermont Route 121 is a state highway in southeastern Vermont that runs through rural communities and river valleys, including the village of Bellows Falls.
  • B. 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.
  • C. 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.
  • 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 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.
  • 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_69ca829c6c308190ab05b43d234c52b2 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c98e39081908904d36a31bd6768 completed March 31, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69cef298986c8190a253d5c61310a23a completed April 2, 2026, 10:50 p.m.
NEDg Description generation batch_69cef4cbc0788190bf95aa8058a8d895 completed April 2, 2026, 10:59 p.m.
NED2 Entity disambiguation (via description) batch_69cef830e4e48190bf337a526cc82119 completed April 2, 2026, 11:13 p.m.
Created at: March 30, 2026, 5:17 p.m.