Triple

T16162698
Position Surface form Disambiguated ID Type / Status
Subject Thomas Bouch E392215 entity
Predicate designed P184 FINISHED
Object Hawick railway line works
Hawick railway line works was a 19th-century Scottish railway engineering project associated with the expansion of the Border rail network.
E1198182 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: Hawick railway line works | Statement: [Thomas Bouch, designed, Hawick railway line works]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hawick railway line works
Context triple: [Thomas Bouch, designed, Hawick railway line works]
  • A. Leadhills and Wanlockhead Railway
    Leadhills and Wanlockhead Railway is a narrow-gauge heritage railway in South Lanarkshire, Scotland, preserving part of the former mineral line that once served the area’s historic lead-mining communities.
  • B. Hawksburn railway station
    Hawksburn railway station is a suburban commuter rail station in Melbourne, Australia, serving the local area on the city’s metropolitan rail network.
  • C. Bo’ness and Kinneil Railway
    Bo’ness and Kinneil Railway is a heritage railway in Scotland that preserves and operates historic trains as a tourist attraction and museum line.
  • D. Edinburgh–Borders Railway
    The Edinburgh–Borders Railway is a modern Scottish rail line reconnecting Edinburgh with the Scottish Borders, providing both commuter and regional passenger services.
  • E. Penistone Line
    The Penistone Line is a regional railway route in northern England that runs through South and West Yorkshire, connecting Sheffield with Huddersfield via Penistone and a series of rural and suburban communities.
  • 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: Hawick railway line works
Triple: [Thomas Bouch, designed, Hawick railway line works]
Generated description
Hawick railway line works was a 19th-century Scottish railway engineering project associated with the expansion of the Border rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hawick railway line works
Target entity description: Hawick railway line works was a 19th-century Scottish railway engineering project associated with the expansion of the Border rail network.
  • A. Leadhills and Wanlockhead Railway
    Leadhills and Wanlockhead Railway is a narrow-gauge heritage railway in South Lanarkshire, Scotland, preserving part of the former mineral line that once served the area’s historic lead-mining communities.
  • B. Hawksburn railway station
    Hawksburn railway station is a suburban commuter rail station in Melbourne, Australia, serving the local area on the city’s metropolitan rail network.
  • C. Bo’ness and Kinneil Railway
    Bo’ness and Kinneil Railway is a heritage railway in Scotland that preserves and operates historic trains as a tourist attraction and museum line.
  • D. Edinburgh–Borders Railway
    The Edinburgh–Borders Railway is a modern Scottish rail line reconnecting Edinburgh with the Scottish Borders, providing both commuter and regional passenger services.
  • E. Penistone Line
    The Penistone Line is a regional railway route in northern England that runs through South and West Yorkshire, connecting Sheffield with Huddersfield via Penistone and a series of rural and suburban communities.
  • 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21e5ffba88190b9dc7bb9afb6fdf2 completed April 17, 2026, 11:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7b69adc8190ba90d68acaaca509 completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff963de888190b2222c3ec0b4a8fd completed May 10, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fff9f70afc8190bd8e77465ce6bd0b completed May 10, 2026, 3:22 a.m.
Created at: April 10, 2026, 5:02 a.m.