Triple

T1335556
Position Surface form Disambiguated ID Type / Status
Subject Frimley E28739 entity
Predicate hasBusinessPark P16026 FINISHED
Object Frimley Business Park
Frimley Business Park is a modern commercial estate in Frimley, Surrey, hosting a range of corporate offices and business facilities.
 E28739 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: Frimley Business Park | Statement: [Frimley, hasBusinessPark, Frimley Business Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frimley Business Park
Context triple: [Frimley, hasBusinessPark, Frimley Business Park]
  • A. Addlestone Industrial Estate
    Addlestone Industrial Estate is a commercial and industrial area in Addlestone, Surrey, comprising various warehouses, workshops, and business units serving local and regional enterprises.
  • B. Cambridge Business Park
    Cambridge Business Park is a major office and technology campus in Cambridge, England, hosting numerous high-tech, telecommunications, and business service companies within the broader Silicon Fen cluster.
  • C. Frimley
    Frimley is a suburban town in southeast England that forms part of the Surrey Heath borough and lies within the county of Surrey.
  • D. Springvale Industrial Estate
    Springvale Industrial Estate is a commercial and manufacturing area located in the town of Cwmbran in South Wales.
  • E. Farnham Park
    Farnham Park is a large historic deer park and public green space in Farnham, Surrey, known for its extensive woodlands, open grasslands, and recreational facilities.
  • 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: Frimley Business Park
Triple: [Frimley, hasBusinessPark, Frimley Business Park]
Generated description
Frimley Business Park is a modern commercial estate in Frimley, Surrey, hosting a range of corporate offices and business facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frimley Business Park
Target entity description: Frimley Business Park is a modern commercial estate in Frimley, Surrey, hosting a range of corporate offices and business facilities.
  • A. Addlestone Industrial Estate
    Addlestone Industrial Estate is a commercial and industrial area in Addlestone, Surrey, comprising various warehouses, workshops, and business units serving local and regional enterprises.
  • B. Cambridge Business Park
    Cambridge Business Park is a major office and technology campus in Cambridge, England, hosting numerous high-tech, telecommunications, and business service companies within the broader Silicon Fen cluster.
  • C. Frimley chosen
    Frimley is a suburban town in southeast England that forms part of the Surrey Heath borough and lies within the county of Surrey.
  • D. Springvale Industrial Estate
    Springvale Industrial Estate is a commercial and manufacturing area located in the town of Cwmbran in South Wales.
  • E. Farnham Park
    Farnham Park is a large historic deer park and public green space in Farnham, Surrey, known for its extensive woodlands, open grasslands, and recreational facilities.
  • 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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1ecb5208190a9eadda113c91e66 completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce660ccc8190abc6cdceaf09101c completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf3931bc81908e38755e2d024270 completed March 8, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69accfb8acfc8190bba379d8bb114c29 completed March 8, 2026, 1:24 a.m.
Created at: March 1, 2026, 7:55 p.m.