Triple

T2587047
Position Surface form Disambiguated ID Type / Status
Subject Maidenhead E58028 entity
Predicate hasParliamentaryConstituency P2710 FINISHED
Object Maidenhead (UK Parliament constituency)
Maidenhead (UK Parliament constituency) is a UK parliamentary seat in Berkshire, England, best known for being represented by former Prime Minister Theresa May.
 E280118 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: Maidenhead (UK Parliament constituency) | Statement: [Maidenhead, hasParliamentaryConstituency, Maidenhead (UK Parliament constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maidenhead (UK Parliament constituency)
Context triple: [Maidenhead, hasParliamentaryConstituency, Maidenhead (UK Parliament constituency)]
  • A. Mole Valley parliamentary constituency
    Mole Valley parliamentary constituency is a UK House of Commons seat in Surrey, covering a largely rural and suburban area including towns such as Leatherhead and Dorking.
  • B. Henley constituency
    Henley constituency is a UK parliamentary seat in Oxfordshire, best known for being a safe Conservative stronghold and a former constituency of politicians such as Boris Johnson and Michael Heseltine.
  • C. Banbury constituency
    Banbury constituency is a UK parliamentary seat in Oxfordshire that includes the town of Banbury and surrounding areas such as Bicester, represented in the House of Commons.
  • D. Monmouth (UK Parliament constituency)
    Monmouth (UK Parliament constituency) is a UK parliamentary seat in Wales that elects one Member of Parliament to the House of Commons.
  • E. Twickenham constituency
    Twickenham constituency is a UK parliamentary seat in southwest London that elects a Member of Parliament to the House of Commons.
  • 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: Maidenhead (UK Parliament constituency)
Triple: [Maidenhead, hasParliamentaryConstituency, Maidenhead (UK Parliament constituency)]
Generated description
Maidenhead (UK Parliament constituency) is a UK parliamentary seat in Berkshire, England, best known for being represented by former Prime Minister Theresa May.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maidenhead (UK Parliament constituency)
Target entity description: Maidenhead (UK Parliament constituency) is a UK parliamentary seat in Berkshire, England, best known for being represented by former Prime Minister Theresa May.
  • A. Mole Valley parliamentary constituency
    Mole Valley parliamentary constituency is a UK House of Commons seat in Surrey, covering a largely rural and suburban area including towns such as Leatherhead and Dorking.
  • B. Henley constituency
    Henley constituency is a UK parliamentary seat in Oxfordshire, best known for being a safe Conservative stronghold and a former constituency of politicians such as Boris Johnson and Michael Heseltine.
  • C. Banbury constituency
    Banbury constituency is a UK parliamentary seat in Oxfordshire that includes the town of Banbury and surrounding areas such as Bicester, represented in the House of Commons.
  • D. Monmouth (UK Parliament constituency)
    Monmouth (UK Parliament constituency) is a UK parliamentary seat in Wales that elects one Member of Parliament to the House of Commons.
  • E. Twickenham constituency
    Twickenham constituency is a UK parliamentary seat in southwest London that elects a Member of Parliament to the House of Commons.
  • 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_69ab4ac019c8819094add11c46706e32 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd3f8a3888190889c537e6df07305 completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69af65848e788190b2b01595540b1a10 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af669436208190901d1f34592c1a42 completed March 10, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69af6760cf7c8190bb681f573828049e completed March 10, 2026, 12:35 a.m.
Created at: March 6, 2026, 9:49 p.m.