Triple

T32980867
Position Surface form Disambiguated ID Type / Status
Subject Greater Birmingham and Solihull E843793 entity
Predicate hasKeyBusinessLocation P110976 FINISHED
Object Birmingham Business Park
Birmingham Business Park is a major commercial and office hub in the West Midlands, hosting numerous national and international businesses within the Greater Birmingham and Solihull area.
 E2031731 NE FINISHED

How this triple was built (3 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: Birmingham Business Park | Statement: [Greater Birmingham and Solihull, hasKeyBusinessLocation, Birmingham Business Park]
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: Birmingham Business Park
Triple: [Greater Birmingham and Solihull, hasKeyBusinessLocation, Birmingham Business Park]
Generated description
Birmingham Business Park is a major commercial and office hub in the West Midlands, hosting numerous national and international businesses within the Greater Birmingham and Solihull area.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasKeyBusinessLocation
Context triple: [Greater Birmingham and Solihull, hasKeyBusinessLocation, Birmingham Business Park]
  • A. hasKeyBusiness
    Indicates that one entity possesses or is associated with a primary or strategically important business of another entity.
  • B. hasKeyBusinessArea
    Indicates that an entity is associated with or operates within a particular primary business area or domain.
  • C. hasPrimaryBusinessLocation chosen
    Indicates that an entity’s main or principal place of business is located at a specified location.
  • D. hasBusinessCenter
    Indicates that an entity includes, contains, or is equipped with a business center facility.
  • E. hasBusinessIn
    Indicates that one entity conducts, operates, or maintains business activities within the jurisdiction, location, or domain of another entity.
  • F. None of above.

Provenance (6 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_69f3494c6f9c8190a255409fce8b1d3b completed April 30, 2026, 12:21 p.m.
NER Named-entity recognition batch_69f7c777e924819081a6634f549fe552 completed May 3, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a34dabda4148190a3a5261e08975e89 completed June 19, 2026, 5:59 a.m.
NEDg Description generation batch_6a34dbb1e474819095ca57b4364327cd completed June 19, 2026, 6:03 a.m.
NED2 Entity disambiguation (via description) batch_6a34dc3d2df08190932ef2da9ac631ae completed June 19, 2026, 6:05 a.m.
PD Predicate disambiguation batch_69f7c475c58c8190a883554231e88c88 completed May 3, 2026, 9:56 p.m.
Created at: May 1, 2026, 1:22 a.m.