Triple

T13906582
Position Surface form Disambiguated ID Type / Status
Subject Harlow, Essex, England E334367 entity
Predicate developmentCorporationEstablished P111959 FINISHED
Object Harlow Development Corporation
Harlow Development Corporation was the government-appointed body responsible for planning and overseeing the post-war development of the New Town of Harlow in Essex, England.
E1067702 NE FINISHED

How this triple was built (5 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: Harlow Development Corporation | Statement: [Harlow, Essex, England, developmentCorporationEstablished, Harlow Development Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harlow Development Corporation
Context triple: [Harlow, Essex, England, developmentCorporationEstablished, Harlow Development Corporation]
  • A. Clark Development Corporation
    Clark Development Corporation is a government-owned corporation in the Philippines responsible for managing and promoting the development of the Clark Freeport and Special Economic Zone in Pampanga and nearby areas.
  • B. Hillwood Development
    Hillwood Development is a prominent real estate development company founded by Ross Perot Jr., known for large-scale commercial and mixed-use projects across the United States.
  • C. Homart Development Company
    Homart Development Company was a major U.S. shopping center developer, formerly a real estate subsidiary of Sears responsible for building and managing numerous regional malls.
  • D. Fischer Housing Development
    Fischer Housing Development is a public housing complex located in the Algiers neighborhood on the West Bank of New Orleans, Louisiana.
  • E. United Development Company
    United Development Company is a Qatari public shareholding company known for leading major real estate and infrastructure projects, including large-scale mixed-use developments.
  • 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: Harlow Development Corporation
Triple: [Harlow, Essex, England, developmentCorporationEstablished, Harlow Development Corporation]
Generated description
Harlow Development Corporation was the government-appointed body responsible for planning and overseeing the post-war development of the New Town of Harlow in Essex, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harlow Development Corporation
Target entity description: Harlow Development Corporation was the government-appointed body responsible for planning and overseeing the post-war development of the New Town of Harlow in Essex, England.
  • A. Clark Development Corporation
    Clark Development Corporation is a government-owned corporation in the Philippines responsible for managing and promoting the development of the Clark Freeport and Special Economic Zone in Pampanga and nearby areas.
  • B. Hillwood Development
    Hillwood Development is a prominent real estate development company founded by Ross Perot Jr., known for large-scale commercial and mixed-use projects across the United States.
  • C. Homart Development Company
    Homart Development Company was a major U.S. shopping center developer, formerly a real estate subsidiary of Sears responsible for building and managing numerous regional malls.
  • D. Fischer Housing Development
    Fischer Housing Development is a public housing complex located in the Algiers neighborhood on the West Bank of New Orleans, Louisiana.
  • E. United Development Company
    United Development Company is a Qatari public shareholding company known for leading major real estate and infrastructure projects, including large-scale mixed-use developments.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: developmentCorporationEstablished
Context triple: [Harlow, Essex, England, developmentCorporationEstablished, Harlow Development Corporation]
  • A. publicCompany
    Indicates that a company is publicly traded, meaning its ownership shares are available to the general public on one or more stock exchanges.
  • B. companyIncorporatedIn
    Indicates that a company was legally formed and registered in a specified jurisdiction or location.
  • C. company
    Indicates that an entity is a business organization engaged in commercial, industrial, or professional activities.
  • D. foundedCompany
    Indicates that an entity established or created a company, typically as its founder or co-founder.
  • E. officeEstablishedWith
    Indicates that an office or formal workplace was created or set up through the involvement, authorization, or collaboration of the associated entity or entities.
  • F. None of above. chosen

Provenance (7 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_69d81c5eaa9c819083b1ff8689179565 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de25dc26cc8190a7909980b1d34933 completed April 14, 2026, 11:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c724c6188190ae0c2784c3b48a12 completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c7e1247481908073c1e282c3619f completed May 3, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7c8f2b5588190b6143d676eb648a0 completed May 3, 2026, 10:15 p.m.
PD Predicate disambiguation batch_69dd464b1ab48190ae50bfc902bf6ef7 completed April 13, 2026, 7:38 p.m.
PDg Predicate description generation batch_69de01ed2098819088ec45069f6f2609 completed April 14, 2026, 8:59 a.m.
Created at: April 9, 2026, 10:16 p.m.