Triple

T4996802
Position Surface form Disambiguated ID Type / Status
Subject Great Northern E112266 entity
Predicate operatesRoute P3695 FINISHED
Object Moorgate to Hertford North
Moorgate to Hertford North is a suburban commuter rail route in North London and Hertfordshire, linking central London’s Moorgate station with Hertford North via the Great Northern network.
E484532 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: Moorgate to Hertford North | Statement: [Great Northern, operatesRoute, Moorgate to Hertford North]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moorgate to Hertford North
Context triple: [Great Northern, operatesRoute, Moorgate to Hertford North]
  • A. Hertford constituency
    Hertford constituency was a former parliamentary constituency in Hertfordshire, England, that elected Members of Parliament to the UK House of Commons.
  • B. Manchester Central constituency
    Manchester Central constituency is a UK parliamentary seat in the city of Manchester, covering a central urban area that includes diverse inner-city districts such as Moss Side.
  • C. Halton constituency
    Halton constituency is a UK parliamentary seat in Cheshire that elects a Member of Parliament to the House of Commons.
  • D. Newcastle upon Tyne Central
    Newcastle upon Tyne Central is a UK parliamentary constituency centered on the urban core of Newcastle upon Tyne in North East England.
  • E. Richmond Park constituency
    Richmond Park constituency is a UK parliamentary seat in southwest London that covers areas including Richmond, Kingston upon Thames, and surrounding districts.
  • 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: Moorgate to Hertford North
Triple: [Great Northern, operatesRoute, Moorgate to Hertford North]
Generated description
Moorgate to Hertford North is a suburban commuter rail route in North London and Hertfordshire, linking central London’s Moorgate station with Hertford North via the Great Northern network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moorgate to Hertford North
Target entity description: Moorgate to Hertford North is a suburban commuter rail route in North London and Hertfordshire, linking central London’s Moorgate station with Hertford North via the Great Northern network.
  • A. Hertford constituency
    Hertford constituency was a former parliamentary constituency in Hertfordshire, England, that elected Members of Parliament to the UK House of Commons.
  • B. Manchester Central constituency
    Manchester Central constituency is a UK parliamentary seat in the city of Manchester, covering a central urban area that includes diverse inner-city districts such as Moss Side.
  • C. Halton constituency
    Halton constituency is a UK parliamentary seat in Cheshire that elects a Member of Parliament to the House of Commons.
  • D. Newcastle upon Tyne Central
    Newcastle upon Tyne Central is a UK parliamentary constituency centered on the urban core of Newcastle upon Tyne in North East England.
  • E. Richmond Park constituency
    Richmond Park constituency is a UK parliamentary seat in southwest London that covers areas including Richmond, Kingston upon Thames, and surrounding districts.
  • 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_69bd4432b32c81909f3b3c6bd10f0653 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd72a130708190b9bc1393ba78bfb1 completed March 20, 2026, 4:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a3489f08190a338de8d8be09813 completed March 21, 2026, 12:08 p.m.
NEDg Description generation batch_69be8ac1336c8190a3b6f5b83543dfcf completed March 21, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69be8b57411c819082fe711485fe2821 completed March 21, 2026, 12:13 p.m.
Created at: March 20, 2026, 1:34 p.m.