Triple

T3471879
Position Surface form Disambiguated ID Type / Status
Subject Berkhamsted E73278 entity
Predicate hasParishChurch P1191 FINISHED
Object St Peter’s Church, Berkhamsted
St Peter’s Church, Berkhamsted is a historic Anglican parish church in the Hertfordshire market town of Berkhamsted, noted for its medieval architecture and prominent role in local religious life.
 E361405 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 Peter’s Church, Berkhamsted | Statement: [Berkhamsted, hasParishChurch, St Peter’s Church, Berkhamsted]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: St Peter’s Church, Berkhamsted
Context triple: [Berkhamsted, hasParishChurch, St Peter’s Church, Berkhamsted]
  • A. St Peter’s Church, Hampstead
    St Peter’s Church, Hampstead is a 19th-century Anglican church in north London, noted for its Victorian Gothic architecture and prominent hilltop setting.
  • B. St Peter's Church
    St Peter's Church is a historic medieval Lutheran church in Riga, Latvia, renowned for its towering spire and panoramic city views.
  • C. St Peter’s Church, Chertsey
    St Peter’s Church, Chertsey is a historic parish church in the Surrey town of Chertsey, notable for its longstanding role as a local Anglican place of worship and architectural landmark.
  • D. All Saints Church, Hertford
    All Saints Church, Hertford is a historic Anglican parish church in the town of Hertford, England, noted for its prominent architecture and role in the local community.
  • E. All Saints Church, High Wycombe
    All Saints Church, High Wycombe is a historic Anglican parish church in Buckinghamshire, England, noted for its medieval origins and prominent position in the town centre.
  • 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 Peter’s Church, Berkhamsted
Triple: [Berkhamsted, hasParishChurch, St Peter’s Church, Berkhamsted]
Generated description
St Peter’s Church, Berkhamsted is a historic Anglican parish church in the Hertfordshire market town of Berkhamsted, noted for its medieval architecture and prominent role in local religious life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: St Peter’s Church, Berkhamsted
Target entity description: St Peter’s Church, Berkhamsted is a historic Anglican parish church in the Hertfordshire market town of Berkhamsted, noted for its medieval architecture and prominent role in local religious life.
  • A. St Peter’s Church, Hampstead
    St Peter’s Church, Hampstead is a 19th-century Anglican church in north London, noted for its Victorian Gothic architecture and prominent hilltop setting.
  • B. St Peter's Church
    St Peter's Church is a historic medieval Lutheran church in Riga, Latvia, renowned for its towering spire and panoramic city views.
  • C. St Peter’s Church, Chertsey
    St Peter’s Church, Chertsey is a historic parish church in the Surrey town of Chertsey, notable for its longstanding role as a local Anglican place of worship and architectural landmark.
  • D. All Saints Church, Hertford
    All Saints Church, Hertford is a historic Anglican parish church in the town of Hertford, England, noted for its prominent architecture and role in the local community.
  • E. All Saints Church, High Wycombe
    All Saints Church, High Wycombe is a historic Anglican parish church in Buckinghamshire, England, noted for its medieval origins and prominent position in the town centre.
  • 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_69ad85b2fed48190948c8765e453d270 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb3cc8488190b97c732e3f600a90 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b36810958c81908982e0ef996dc480 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368b4e504819094ca0adbdbe7bfd9 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3693a8d6481909dadce4ac6109ff3 completed March 13, 2026, 1:32 a.m.
Created at: March 8, 2026, 3:17 p.m.