Triple

T12292024
Position Surface form Disambiguated ID Type / Status
Subject Hay-on-Wye E292986 entity
Predicate hasLandmark P105 FINISHED
Object St Mary’s Church, Hay-on-Wye
St Mary’s Church in Hay-on-Wye is a historic parish church in the Welsh border town, noted for its medieval origins and prominent position overlooking the surrounding countryside.
 E975559 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: St Mary’s Church, Hay-on-Wye | Statement: [Hay-on-Wye, hasLandmark, St Mary’s Church, Hay-on-Wye]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: St Mary’s Church, Hay-on-Wye
Context triple: [Hay-on-Wye, hasLandmark, St Mary’s Church, Hay-on-Wye]
  • A. St Mary’s Church, Ross-on-Wye
    St Mary’s Church in Ross-on-Wye is a historic Anglican parish church noted for its prominent spire and picturesque setting overlooking the River Wye in Herefordshire, England.
  • B. St Cenydd’s Church
    St Cenydd’s Church is a historic parish church in the village of Llangennith on the Gower Peninsula in Wales, noted for its medieval architecture and coastal setting.
  • C. St Mary’s Church, Builth Wells
    St Mary’s Church in Builth Wells is a historic parish church in mid Wales, noted for its traditional architecture and role as a focal point of local religious and community life.
  • D. St Cynog’s Church
    St Cynog’s Church is a historic Christian church serving as a key religious and architectural landmark in the town of Ystradgynlais, Wales.
  • E. St Mary's Church, Aberystwyth
    St Mary's Church in Aberystwyth is a Roman Catholic church in Wales designed in the Gothic Revival style by prominent 19th-century architect Edward Welby Pugin.
  • 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: St Mary’s Church, Hay-on-Wye
Triple: [Hay-on-Wye, hasLandmark, St Mary’s Church, Hay-on-Wye]
Generated description
St Mary’s Church in Hay-on-Wye is a historic parish church in the Welsh border town, noted for its medieval origins and prominent position overlooking the surrounding countryside.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: St Mary’s Church, Hay-on-Wye
Target entity description: St Mary’s Church in Hay-on-Wye is a historic parish church in the Welsh border town, noted for its medieval origins and prominent position overlooking the surrounding countryside.
  • A. St Mary’s Church, Ross-on-Wye
    St Mary’s Church in Ross-on-Wye is a historic Anglican parish church noted for its prominent spire and picturesque setting overlooking the River Wye in Herefordshire, England.
  • B. St Cenydd’s Church
    St Cenydd’s Church is a historic parish church in the village of Llangennith on the Gower Peninsula in Wales, noted for its medieval architecture and coastal setting.
  • C. St Mary’s Church, Builth Wells
    St Mary’s Church in Builth Wells is a historic parish church in mid Wales, noted for its traditional architecture and role as a focal point of local religious and community life.
  • D. St Cynog’s Church
    St Cynog’s Church is a historic Christian church serving as a key religious and architectural landmark in the town of Ystradgynlais, Wales.
  • E. St Mary's Church, Aberystwyth
    St Mary's Church in Aberystwyth is a Roman Catholic church in Wales designed in the Gothic Revival style by prominent 19th-century architect Edward Welby Pugin.
  • 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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91d22ba488190914342fa7e69e159 completed April 10, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e775dac819099d44b61cbccc109 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5cc5608190a67a888eb5136ada completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62009766c8190985fafe9ba53ae7b completed May 2, 2026, 4:02 p.m.
Created at: April 8, 2026, 9:52 p.m.