Triple

T17174077
Position Surface form Disambiguated ID Type / Status
Subject Advanced Manufacturing Park E416812 entity
Predicate developedBy P73 FINISHED
Object Harworth Group
Harworth Group is a UK-based property and regeneration company specializing in transforming former industrial sites into commercial, residential, and mixed-use developments.
E1254490 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: Harworth Group | Statement: [Advanced Manufacturing Park, developedBy, Harworth Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harworth Group
Context triple: [Advanced Manufacturing Park, developedBy, Harworth Group]
  • A. Hylton Group
    Hylton Group is a real estate development company known for planning and building large suburban communities such as Dale City in Virginia.
  • B. Stockvale Group
    Stockvale Group is a British leisure and hospitality company best known for operating the Adventure Island amusement park in Southend-on-Sea.
  • C. Caddick Group
    Caddick Group is a UK-based property development and construction company known for its significant investments in sports and leisure infrastructure, including ownership of the Leeds Rhinos rugby league club.
  • D. Ranhill Group
    Ranhill Group is a Malaysian conglomerate primarily involved in engineering, construction, and utilities, particularly in the water and power sectors.
  • E. Booker Group
    Booker Group is a British wholesale and retail company best known for its long-standing association with and sponsorship of the prestigious Booker literary prize.
  • 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: Harworth Group
Triple: [Advanced Manufacturing Park, developedBy, Harworth Group]
Generated description
Harworth Group is a UK-based property and regeneration company specializing in transforming former industrial sites into commercial, residential, and mixed-use developments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harworth Group
Target entity description: Harworth Group is a UK-based property and regeneration company specializing in transforming former industrial sites into commercial, residential, and mixed-use developments.
  • A. Hylton Group
    Hylton Group is a real estate development company known for planning and building large suburban communities such as Dale City in Virginia.
  • B. Stockvale Group
    Stockvale Group is a British leisure and hospitality company best known for operating the Adventure Island amusement park in Southend-on-Sea.
  • C. Caddick Group
    Caddick Group is a UK-based property development and construction company known for its significant investments in sports and leisure infrastructure, including ownership of the Leeds Rhinos rugby league club.
  • D. Ranhill Group
    Ranhill Group is a Malaysian conglomerate primarily involved in engineering, construction, and utilities, particularly in the water and power sectors.
  • E. Booker Group
    Booker Group is a British wholesale and retail company best known for its long-standing association with and sponsorship of the prestigious Booker literary prize.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3fc0c329081909f118bd4b7be8653 completed April 18, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0148435f6081909bfc6cc1ef59d971 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014a4fdcf081908be68b1eda2066df completed May 11, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_6a014adf25808190ad712fbd7560e91d completed May 11, 2026, 3:19 a.m.
Created at: April 10, 2026, 5:37 a.m.