Triple

T2845250
Position Surface form Disambiguated ID Type / Status
Subject A9 road E62567 entity
Predicate hasJunctionWith P1018 FINISHED
Object A95 road
The A95 road is a primary route in northeast Scotland that connects the A9 with the Speyside region, serving towns along the River Spey and supporting access to whisky distilleries and rural communities.
 E691697 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: A95 road | Statement: [A9 road, hasJunctionWith, A95 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A95 road
Context triple: [A9 road, hasJunctionWith, A95 road]
  • A. A9 road
    The A9 road is a major Scottish trunk route running from Falkirk to Scrabster, forming the main north–south artery through the Highlands.
  • B. A92 road
    The A92 road is a major trunk route in eastern Scotland that connects several key towns and cities, including linking the area around Glenrothes to the wider regional road network.
  • C. A19 road
    The A19 road is a major north–south trunk route in North East England, running parallel to the A1 and serving key urban and industrial areas between Doncaster and Tyneside.
  • D. A915 road
    The A915 road is a regional route in eastern Scotland connecting towns in Fife, including Leven and St Andrews, and linking with several major roads in the area.
  • E. A96 road
    The A96 road is a major trunk route in northern Scotland that links the cities of Inverness and Aberdeen, serving as a key corridor for regional travel and transport.
  • 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: A95 road
Triple: [A9 road, hasJunctionWith, A95 road]
Generated description
The A95 road is a primary route in northeast Scotland that connects the A9 with the Speyside region, serving towns along the River Spey and supporting access to whisky distilleries and rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A95 road
Target entity description: The A95 road is a primary route in northeast Scotland that connects the A9 with the Speyside region, serving towns along the River Spey and supporting access to whisky distilleries and rural communities.
  • A. A9 road
    The A9 road is a major Scottish trunk route running from Falkirk to Scrabster, forming the main north–south artery through the Highlands.
  • B. A92 road
    The A92 road is a major trunk route in eastern Scotland that connects several key towns and cities, including linking the area around Glenrothes to the wider regional road network.
  • C. A19 road
    The A19 road is a major north–south trunk route in North East England, running parallel to the A1 and serving key urban and industrial areas between Doncaster and Tyneside.
  • D. A915 road
    The A915 road is a regional route in eastern Scotland connecting towns in Fife, including Leven and St Andrews, and linking with several major roads in the area.
  • E. A96 road
    The A96 road is a major trunk route in northern Scotland that links the cities of Inverness and Aberdeen, serving as a key corridor for regional travel and transport.
  • 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_69ab4c3d16bc81908b3a1c98fbd287fe completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf1b58c88190b45d8c5a76dc52ac completed March 7, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69c9a53a44e48190bddf0f4faec136e7 completed March 29, 2026, 10:18 p.m.
NEDg Description generation batch_69c9a665ccc081909564e4c83dbd303c completed March 29, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_69c9a6b366348190b72f896243c70c38 completed March 29, 2026, 10:24 p.m.
Created at: March 6, 2026, 10:02 p.m.