Triple

T3624672
Position Surface form Disambiguated ID Type / Status
Subject Mallaig E76807 entity
Predicate hasRailwayStation P918 FINISHED
Object Mallaig railway station
Mallaig railway station is a terminus on Scotland’s West Highland Line, serving the fishing port of Mallaig and acting as a gateway to ferry connections for the Inner and Outer Hebrides.
 E372646 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: Mallaig railway station | Statement: [Mallaig, hasRailwayStation, Mallaig railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mallaig railway station
Context triple: [Mallaig, hasRailwayStation, Mallaig railway station]
  • A. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • B. Motherwell railway station
    Motherwell railway station is a major rail hub in North Lanarkshire, Scotland, providing regional and long-distance services on key routes including the West Coast Main Line.
  • C. Longwy railway station
    Longwy railway station is a regional train station in the town of Longwy in northeastern France, providing passenger rail connections within the Grand Est region and to neighboring countries.
  • D. Monifieth railway station
    Monifieth railway station is a small passenger railway stop serving the town of Monifieth in Angus, Scotland, on the Dundee–Aberdeen line.
  • E. Portlethen railway station
    Portlethen railway station is a small stop on Scotland’s east coast rail network, providing local and regional passenger services between Aberdeen and nearby towns.
  • 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: Mallaig railway station
Triple: [Mallaig, hasRailwayStation, Mallaig railway station]
Generated description
Mallaig railway station is a terminus on Scotland’s West Highland Line, serving the fishing port of Mallaig and acting as a gateway to ferry connections for the Inner and Outer Hebrides.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mallaig railway station
Target entity description: Mallaig railway station is a terminus on Scotland’s West Highland Line, serving the fishing port of Mallaig and acting as a gateway to ferry connections for the Inner and Outer Hebrides.
  • A. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • B. Motherwell railway station
    Motherwell railway station is a major rail hub in North Lanarkshire, Scotland, providing regional and long-distance services on key routes including the West Coast Main Line.
  • C. Longwy railway station
    Longwy railway station is a regional train station in the town of Longwy in northeastern France, providing passenger rail connections within the Grand Est region and to neighboring countries.
  • D. Monifieth railway station
    Monifieth railway station is a small passenger railway stop serving the town of Monifieth in Angus, Scotland, on the Dundee–Aberdeen line.
  • E. Portlethen railway station
    Portlethen railway station is a small stop on Scotland’s east coast rail network, providing local and regional passenger services between Aberdeen and nearby towns.
  • 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_69ad85dc03948190b35b7189e4175bcc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2d9845c8190ad65b2471000dfa0 completed March 8, 2026, 6:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4332260cc8190964a15bfee0a3b61 completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b435af0f688190ac82dccd487747af completed March 13, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69b43620aee48190953a413ece0d51fa completed March 13, 2026, 4:06 p.m.
Created at: March 8, 2026, 3:23 p.m.