Triple

T19891152
Position Surface form Disambiguated ID Type / Status
Subject Church of St Mary, Berkeley, Gloucestershire E478032 entity
Predicate municipality P852 FINISHED
Object Berkeley
Berkeley is a historic market town in Gloucestershire, England, best known as the birthplace of Edward Jenner and for its medieval Berkeley Castle.
 E699135 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: Berkeley | Statement: [Church of St Mary, Berkeley, Gloucestershire, municipality, Berkeley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berkeley
Context triple: [Church of St Mary, Berkeley, Gloucestershire, municipality, Berkeley]
  • A. Berkeley
    Berkeley is a culturally vibrant and politically progressive city in California’s San Francisco Bay Area, known for its historic association with higher education and social activism.
  • B. Berkeley
    Berkeley is a small village in Providence County, Rhode Island, known primarily as a local residential community within the town of Cumberland.
  • C. Berkeley
    Berkeley is a suburb in the Wollongong region of New South Wales, Australia, known for its residential character near Lake Illawarra.
  • D. Berkeley
    Berkeley is a historic English surname associated with notable aristocratic families and figures in British history.
  • E. Berkeley
    Berkeley is a prominent British property development brand known for building residential and mixed-use communities, particularly in London and the South East of England.
  • 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: Berkeley
Triple: [Church of St Mary, Berkeley, Gloucestershire, municipality, Berkeley]
Generated description
Berkeley is a historic market town in Gloucestershire, England, best known as the birthplace of Edward Jenner and for its medieval Berkeley Castle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berkeley
Target entity description: Berkeley is a historic market town in Gloucestershire, England, best known as the birthplace of Edward Jenner and for its medieval Berkeley Castle.
  • A. Berkeley chosen
    Berkeley is a historic market town in Gloucestershire, England, best known for Berkeley Castle and its association with the scientist Edward Jenner.
  • B. Berkeley
    Berkeley is a historic English surname associated with notable aristocratic families and figures in British history.
  • C. Berkeley
    Berkeley is a culturally vibrant and politically progressive city in California’s San Francisco Bay Area, known for its historic association with higher education and social activism.
  • D. Berkeley
    Berkeley is a prominent British property development brand known for building residential and mixed-use communities, particularly in London and the South East of England.
  • E. Berkeley
    Berkeley is a small village in Providence County, Rhode Island, known primarily as a local residential community within the town of Cumberland.
  • F. None of above.

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_69d8e51f32b08190b3687f4f60353250 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6590e02388190ab82918750cc2647 completed April 20, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea3e455881908573a191e46b1e80 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07f0a70a3c8190942ae3edb1092d4d completed May 16, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_6a07f10543c08190aed799e37a290e58 completed May 16, 2026, 4:22 a.m.
Created at: April 10, 2026, 1:52 p.m.