Triple

T14576052
Position Surface form Disambiguated ID Type / Status
Subject Nick Harvey E342052 entity
Predicate positionHeld P8 FINISHED
Object Liberal Democrat Spokesperson for Transport E435254 NE FINISHED

How this triple was built (2 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: Liberal Democrat Spokesperson for Transport | Statement: [Nick Harvey, positionHeld, Liberal Democrat Spokesperson for Transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liberal Democrat Spokesperson for Transport
Context triple: [Nick Harvey, positionHeld, Liberal Democrat Spokesperson for Transport]
  • A. Parliamentary Under-Secretary of State for Transport
    The Parliamentary Under-Secretary of State for Transport is a junior ministerial role in the UK government responsible for supporting senior transport ministers in developing and implementing national transport policy.
  • B. Shadow Secretary of State for Transport chosen
    The Shadow Secretary of State for Transport is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s transport policies and proposing alternative approaches.
  • C. Minister for Transport
    The Minister for Transport is a government cabinet position responsible for overseeing a jurisdiction’s transport systems, infrastructure, and related agencies.
  • D. Secretary of State for Transport
    The Secretary of State for Transport is the UK government cabinet minister responsible for national transport policy, infrastructure, and regulation.
  • E. Federal Minister of Transport, Building and Housing
    The Federal Minister of Transport, Building and Housing was a German federal government cabinet position responsible for national transport policy, infrastructure development, and housing affairs.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3f5ec448190b2ef887fdf7b633e completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ace7da48190880a736ead5c4055 completed May 8, 2026, 7:03 a.m.
Created at: April 10, 2026, 1:24 a.m.