Triple

T13834090
Position Surface form Disambiguated ID Type / Status
Subject Ampthill E332478 entity
Predicate hasLandmark P105 FINISHED
Object St Andrew’s Church, Ampthill
St Andrew’s Church, Ampthill is a historic parish church in the Bedfordshire town of Ampthill, noted for its medieval architecture and prominent landmark tower.
 E1064570 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 Andrew’s Church, Ampthill | Statement: [Ampthill, hasLandmark, St Andrew’s Church, Ampthill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: St Andrew’s Church, Ampthill
Context triple: [Ampthill, hasLandmark, St Andrew’s Church, Ampthill]
  • A. All Saints Church, Southill
    All Saints Church, Southill is a historic parish church in Southill, Bedfordshire, England, notable among other things as the burial place of the politician George Byng.
  • B. St Andrew’s Church, Kimbolton
    St Andrew’s Church, Kimbolton is a historic Anglican parish church in the village of Kimbolton, Cambridgeshire, noted for its traditional English ecclesiastical architecture and local heritage significance.
  • C. St Andrew’s Church, Cuffley
    St Andrew’s Church, Cuffley is a local Anglican parish church serving as a key place of worship and community gathering in the village of Cuffley, Hertfordshire, England.
  • D. St Mary’s Church, Amersham
    St Mary’s Church, Amersham is a historic parish church in Buckinghamshire, England, noted for its medieval architecture and long-standing role at the heart of the local Christian community.
  • E. St Andrew’s Church, Chinnor
    St Andrew’s Church, Chinnor is a historic Anglican parish church in the Oxfordshire village of Chinnor, noted for its medieval architecture and longstanding role in local religious life.
  • 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 Andrew’s Church, Ampthill
Triple: [Ampthill, hasLandmark, St Andrew’s Church, Ampthill]
Generated description
St Andrew’s Church, Ampthill is a historic parish church in the Bedfordshire town of Ampthill, noted for its medieval architecture and prominent landmark tower.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: St Andrew’s Church, Ampthill
Target entity description: St Andrew’s Church, Ampthill is a historic parish church in the Bedfordshire town of Ampthill, noted for its medieval architecture and prominent landmark tower.
  • A. All Saints Church, Southill
    All Saints Church, Southill is a historic parish church in Southill, Bedfordshire, England, notable among other things as the burial place of the politician George Byng.
  • B. St Andrew’s Church, Kimbolton
    St Andrew’s Church, Kimbolton is a historic Anglican parish church in the village of Kimbolton, Cambridgeshire, noted for its traditional English ecclesiastical architecture and local heritage significance.
  • C. St Andrew’s Church, Cuffley
    St Andrew’s Church, Cuffley is a local Anglican parish church serving as a key place of worship and community gathering in the village of Cuffley, Hertfordshire, England.
  • D. St Mary’s Church, Amersham
    St Mary’s Church, Amersham is a historic parish church in Buckinghamshire, England, noted for its medieval architecture and long-standing role at the heart of the local Christian community.
  • E. St Andrew’s Church, Chinnor
    St Andrew’s Church, Chinnor is a historic Anglican parish church in the Oxfordshire village of Chinnor, noted for its medieval architecture and longstanding role in local religious life.
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de029a34bc8190ae892ef7b09fc9e9 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8f234888190bd9d5d403b236105 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7bd0cc860819083f887b4049e2359 completed May 3, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_69f7bd86c56c819093491c7f1ff61e74 completed May 3, 2026, 9:26 p.m.
Created at: April 9, 2026, 10:13 p.m.