Triple

T14256909
Position Surface form Disambiguated ID Type / Status
Subject Amherst, Nova Scotia E353406 entity
Predicate majorHighway P385 FINISHED
Object Highway 104 (Nova Scotia)
Highway 104 (Nova Scotia) is a key east–west provincial highway forming part of the Trans-Canada Highway, connecting communities across northern Nova Scotia and linking the province to New Brunswick.
E1090173 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: Highway 104 (Nova Scotia) | Statement: [Amherst, Nova Scotia, majorHighway, Highway 104 (Nova Scotia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 104 (Nova Scotia)
Context triple: [Amherst, Nova Scotia, majorHighway, Highway 104 (Nova Scotia)]
  • A. Nova Scotia Highway 102
    Nova Scotia Highway 102 is a major controlled-access highway in Nova Scotia that connects Halifax to Truro and serves as a key route linking the Halifax Regional Municipality to the rest of the province.
  • B. Nova Scotia Highway 6
    Nova Scotia Highway 6 is a provincial highway in northern Nova Scotia that runs along the Northumberland Strait, connecting several coastal communities including Pugwash.
  • C. Manitoba Highway 101
    Manitoba Highway 101 is a major provincial ring road forming part of the Perimeter Highway around Winnipeg, facilitating traffic flow and bypassing the city.
  • D. Highway 10 (Saskatchewan)
    Highway 10 (Saskatchewan) is a major provincial highway in southeastern Saskatchewan that serves as a key transportation route connecting communities such as Yorkton to the broader regional road network.
  • E. Highway 1 (Manitoba)
    Highway 1 (Manitoba) is the main east–west provincial segment of the Trans-Canada Highway running across southern Manitoba, connecting major centers such as Winnipeg with neighboring provinces.
  • 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: Highway 104 (Nova Scotia)
Triple: [Amherst, Nova Scotia, majorHighway, Highway 104 (Nova Scotia)]
Generated description
Highway 104 (Nova Scotia) is a key east–west provincial highway forming part of the Trans-Canada Highway, connecting communities across northern Nova Scotia and linking the province to New Brunswick.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 104 (Nova Scotia)
Target entity description: Highway 104 (Nova Scotia) is a key east–west provincial highway forming part of the Trans-Canada Highway, connecting communities across northern Nova Scotia and linking the province to New Brunswick.
  • A. Nova Scotia Highway 102
    Nova Scotia Highway 102 is a major controlled-access highway in Nova Scotia that connects Halifax to Truro and serves as a key route linking the Halifax Regional Municipality to the rest of the province.
  • B. Nova Scotia Highway 6
    Nova Scotia Highway 6 is a provincial highway in northern Nova Scotia that runs along the Northumberland Strait, connecting several coastal communities including Pugwash.
  • C. Manitoba Highway 101
    Manitoba Highway 101 is a major provincial ring road forming part of the Perimeter Highway around Winnipeg, facilitating traffic flow and bypassing the city.
  • D. Highway 10 (Saskatchewan)
    Highway 10 (Saskatchewan) is a major provincial highway in southeastern Saskatchewan that serves as a key transportation route connecting communities such as Yorkton to the broader regional road network.
  • E. Highway 1 (Manitoba)
    Highway 1 (Manitoba) is the main east–west provincial segment of the Trans-Canada Highway running across southern Manitoba, connecting major centers such as Winnipeg with neighboring provinces.
  • 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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de62992a188190bc046fbab5a149d6 completed April 14, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd325f213881909acf776ff4831c30 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd3417e8e88190b099bfe4ba30f364 completed May 8, 2026, 12:53 a.m.
NED2 Entity disambiguation (via description) batch_69fd37df3dfc8190a594abb2c14e11bb completed May 8, 2026, 1:09 a.m.
Created at: April 10, 2026, 1:09 a.m.