Triple

T21633856
Position Surface form Disambiguated ID Type / Status
Subject Aberbeeg E533902 entity
Predicate hasLocalGovernmentWard P14475 FINISHED
Object Llanhilleth ward
Llanhilleth ward is an electoral division in Blaenau Gwent, Wales, that provides local government representation for communities including Aberbeeg.
 E1493937 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: Llanhilleth ward | Statement: [Aberbeeg, hasLocalGovernmentWard, Llanhilleth ward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Llanhilleth ward
Context triple: [Aberbeeg, hasLocalGovernmentWard, Llanhilleth ward]
  • A. Llangennech ward
    Llangennech ward is an electoral division in Carmarthenshire, Wales, represented on the local county council.
  • B. Bargoed ward
    Bargoed ward is an electoral division in Wales that elects representatives to the local council for the town of Bargoed and its surrounding area.
  • C. Cwmbwrla ward
    Cwmbwrla ward is an electoral ward and community in the city of Swansea, Wales, forming part of the local government area for the city and county.
  • D. Llanfyllin Town Council
    Llanfyllin Town Council is the local governing body responsible for representing residents and managing community affairs in the town of Llanfyllin, Wales.
  • E. Maryhill ward
    Maryhill ward is an electoral division within the Glasgow City Council area that represents the Maryhill district and surrounding communities in local government.
  • 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: Llanhilleth ward
Triple: [Aberbeeg, hasLocalGovernmentWard, Llanhilleth ward]
Generated description
Llanhilleth ward is an electoral division in Blaenau Gwent, Wales, that provides local government representation for communities including Aberbeeg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Llanhilleth ward
Target entity description: Llanhilleth ward is an electoral division in Blaenau Gwent, Wales, that provides local government representation for communities including Aberbeeg.
  • A. Llangennech ward
    Llangennech ward is an electoral division in Carmarthenshire, Wales, represented on the local county council.
  • B. Bargoed ward
    Bargoed ward is an electoral division in Wales that elects representatives to the local council for the town of Bargoed and its surrounding area.
  • C. Cwmbwrla ward
    Cwmbwrla ward is an electoral ward and community in the city of Swansea, Wales, forming part of the local government area for the city and county.
  • D. Llanfyllin Town Council
    Llanfyllin Town Council is the local governing body responsible for representing residents and managing community affairs in the town of Llanfyllin, Wales.
  • E. Maryhill ward
    Maryhill ward is an electoral division within the Glasgow City Council area that represents the Maryhill district and surrounding communities in local government.
  • 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_69e0c465ae7481908577b7209fdb2a77 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef52192e388190a3f316e33f452561 completed April 27, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f9bc2f481908ed5ba8292adf47f completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a105ec6a08190a7b6d89068e4e369 completed May 17, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_6a0a113606f8819093b398915a291fa1 completed May 17, 2026, 7:04 p.m.
Created at: April 16, 2026, 6:35 p.m.