Triple

T6568886
Position Surface form Disambiguated ID Type / Status
Subject Aberdeen–Inverness railway line E155382 entity
Predicate passesThrough P225 FINISHED
Object Insch
Insch is a village in Aberdeenshire, Scotland, known for its rural setting, historic sites, and role as a local stop on the rail route between Aberdeen and Inverness.
E603168 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: Insch | Statement: [Aberdeen–Inverness railway line, passesThrough, Insch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Insch
Context triple: [Aberdeen–Inverness railway line, passesThrough, Insch]
  • A. Delta Junction
    Delta Junction is a small city in Alaska known as a gateway to the Alaska Highway and nearby military training areas.
  • B. Rindal
    Rindal is a small rural municipality and village area in western Norway known for its scenic landscapes and traditional Norwegian countryside character.
  • C. Wauchope
    Wauchope is a rural town in New South Wales, Australia, known as a gateway to the hinterland near Port Macquarie and the surrounding Mid North Coast region.
  • D. Harput
    Harput is an ancient settlement and archaeological site in eastern Turkey known for its historic fortress, churches, and layered cultural heritage spanning multiple civilizations.
  • E. Zunheboto
    Zunheboto is a town in the northeastern Indian state of Nagaland, known as the headquarters of the Sumi Naga community and for its hilly terrain and rich tribal culture.
  • 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: Insch
Triple: [Aberdeen–Inverness railway line, passesThrough, Insch]
Generated description
Insch is a village in Aberdeenshire, Scotland, known for its rural setting, historic sites, and role as a local stop on the rail route between Aberdeen and Inverness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Insch
Target entity description: Insch is a village in Aberdeenshire, Scotland, known for its rural setting, historic sites, and role as a local stop on the rail route between Aberdeen and Inverness.
  • A. Delta Junction
    Delta Junction is a small city in Alaska known as a gateway to the Alaska Highway and nearby military training areas.
  • B. Rindal
    Rindal is a small rural municipality and village area in western Norway known for its scenic landscapes and traditional Norwegian countryside character.
  • C. Wauchope
    Wauchope is a rural town in New South Wales, Australia, known as a gateway to the hinterland near Port Macquarie and the surrounding Mid North Coast region.
  • D. Harput
    Harput is an ancient settlement and archaeological site in eastern Turkey known for its historic fortress, churches, and layered cultural heritage spanning multiple civilizations.
  • E. Zunheboto
    Zunheboto is a town in the northeastern Indian state of Nagaland, known as the headquarters of the Sumi Naga community and for its hilly terrain and rich tribal culture.
  • 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_69c688151254819080387f87deab8fa7 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae54afd4819091ee65aca1de60a9 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d567ef7481908c700c3abe2863ae completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d677a74881908e174a6f6c7a5497 completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d843bad081909ebb887f32ea4195 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:53 p.m.