Triple

T484281
Position Surface form Disambiguated ID Type / Status
Subject M9 motorway E9839 entity
Predicate hasJunctionWith P1018 FINISHED
Object A84 road
The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
 E63608 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: A84 road | Statement: [M9 motorway, hasJunctionWith, A84 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A84 road
Context triple: [M9 motorway, hasJunctionWith, A84 road]
  • A. A8 road
    The A8 road is a major route in the United Kingdom that connects Glasgow to Greenock in western Scotland, serving as an important link for regional and local traffic.
  • B. A49 road
    The A49 road is a major north–south route in western England, running between Ross-on-Wye in Herefordshire and Bamber Bridge near Preston, and serving as an important link through the Welsh Marches.
  • C. A44 road
    The A44 road is a major route in England that runs from Oxford through the Cotswolds and Worcestershire to Aberystwyth in Wales.
  • D. A47 road
    The A47 road is a major east–west route in England that connects Birmingham to the east coast, including the town of Great Yarmouth.
  • E. A40 road
    The A40 road is a major trunk route in England and Wales that runs from London through the Midlands towards West Wales, serving as an important east–west transport corridor.
  • 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: A84 road
Triple: [M9 motorway, hasJunctionWith, A84 road]
Generated description
The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A84 road
Target entity description: The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
  • A. A8 road
    The A8 road is a major route in the United Kingdom that connects Glasgow to Greenock in western Scotland, serving as an important link for regional and local traffic.
  • B. A49 road
    The A49 road is a major north–south route in western England, running between Ross-on-Wye in Herefordshire and Bamber Bridge near Preston, and serving as an important link through the Welsh Marches.
  • C. A44 road
    The A44 road is a major route in England that runs from Oxford through the Cotswolds and Worcestershire to Aberystwyth in Wales.
  • D. A47 road
    The A47 road is a major east–west route in England that connects Birmingham to the east coast, including the town of Great Yarmouth.
  • E. A40 road
    The A40 road is a major trunk route in England and Wales that runs from London through the Midlands towards West Wales, serving as an important east–west transport corridor.
  • 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_69a2e802e2908190ab17c9479e0b6412 completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f0ba310c81909645ef7e8a20b52f completed Feb. 28, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a49eb7b49c819098352f36d020cde7 completed March 1, 2026, 8:16 p.m.
NEDg Description generation batch_69a49f2f2b4c8190b35eb623a28187e6 completed March 1, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69a49fcd6d448190a40af17c0a113aed completed March 1, 2026, 8:21 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.