Triple

T2028248
Position Surface form Disambiguated ID Type / Status
Subject Heysham E44457 entity
Predicate hasTransportLink P1298 FINISHED
Object Heysham–M6 Link Road
The Heysham–M6 Link Road is a major road in Lancashire, England, connecting the port town of Heysham and nearby Lancaster directly to the M6 motorway to improve regional traffic flow and access.
E226804 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: Heysham–M6 Link Road | Statement: [Heysham, hasTransportLink, Heysham–M6 Link Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heysham–M6 Link Road
Context triple: [Heysham, hasTransportLink, Heysham–M6 Link Road]
  • A. A646 road
    The A646 road is a primary route in West Yorkshire and Lancashire, England, connecting towns such as Halifax, Hebden Bridge, and Burnley through the Calder Valley.
  • B. A63 road
    The A63 road is a major route in northern England that connects the M62 motorway to the port city of Kingston upon Hull, serving as a key corridor for regional and freight traffic.
  • C. Aberdeen Western Peripheral Route
    The Aberdeen Western Peripheral Route is a major bypass and ring road around Aberdeen, Scotland, designed to reduce congestion and improve traffic flow on key routes in the region.
  • D. A470 road
    The A470 road is a major north–south trunk route in Wales that runs from Cardiff to Llandudno, connecting many of the country’s key towns and regions.
  • E. 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.
  • 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: Heysham–M6 Link Road
Triple: [Heysham, hasTransportLink, Heysham–M6 Link Road]
Generated description
The Heysham–M6 Link Road is a major road in Lancashire, England, connecting the port town of Heysham and nearby Lancaster directly to the M6 motorway to improve regional traffic flow and access.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heysham–M6 Link Road
Target entity description: The Heysham–M6 Link Road is a major road in Lancashire, England, connecting the port town of Heysham and nearby Lancaster directly to the M6 motorway to improve regional traffic flow and access.
  • A. A646 road
    The A646 road is a primary route in West Yorkshire and Lancashire, England, connecting towns such as Halifax, Hebden Bridge, and Burnley through the Calder Valley.
  • B. A63 road
    The A63 road is a major route in northern England that connects the M62 motorway to the port city of Kingston upon Hull, serving as a key corridor for regional and freight traffic.
  • C. Aberdeen Western Peripheral Route
    The Aberdeen Western Peripheral Route is a major bypass and ring road around Aberdeen, Scotland, designed to reduce congestion and improve traffic flow on key routes in the region.
  • D. A470 road
    The A470 road is a major north–south trunk route in Wales that runs from Cardiff to Llandudno, connecting many of the country’s key towns and regions.
  • E. 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.
  • 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_69a889144f2481909932f0746a93023d completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9136f888190b0fd03530e9eda1e completed March 7, 2026, 5:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0afea7848190b53b8813a567879d completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0b8cda248190b88b353c1768c3d7 completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c31f00c8190bb29098f95ee4cb9 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:38 p.m.