Triple

T20287590
Position Surface form Disambiguated ID Type / Status
Subject John R. Koelmel E509927 entity
Predicate employer P7 FINISHED
Object Larkin Development Group
Larkin Development Group is a real estate development and property management firm known for revitalizing historic industrial sites, particularly in the Larkin District of Buffalo, New York.
E1422311 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: Larkin Development Group | Statement: [John R. Koelmel, employer, Larkin Development Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Larkin Development Group
Context triple: [John R. Koelmel, employer, Larkin Development Group]
  • 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. The Cordish Companies
    The Cordish Companies is a prominent American real estate development and entertainment company known for creating large-scale mixed-use and entertainment districts across major U.S. cities.
  • C. Ritz Development Company
    Ritz Development Company was a business enterprise established by famed Swiss hotelier César Ritz, likely involved in developing or managing his luxury hospitality ventures.
  • D. 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.
  • 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: Larkin Development Group
Triple: [John R. Koelmel, employer, Larkin Development Group]
Generated description
Larkin Development Group is a real estate development and property management firm known for revitalizing historic industrial sites, particularly in the Larkin District of Buffalo, New York.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Larkin Development Group
Target entity description: Larkin Development Group is a real estate development and property management firm known for revitalizing historic industrial sites, particularly in the Larkin District of Buffalo, New York.
  • 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. The Cordish Companies
    The Cordish Companies is a prominent American real estate development and entertainment company known for creating large-scale mixed-use and entertainment districts across major U.S. cities.
  • C. Ritz Development Company
    Ritz Development Company was a business enterprise established by famed Swiss hotelier César Ritz, likely involved in developing or managing his luxury hospitality ventures.
  • D. 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.
  • 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

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_69e0b4c652388190b782cad965e5a098 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6769414488190b38e07fd1e989aba completed April 20, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a2bbcc8819092432b45bebafde6 completed May 16, 2026, 11:51 a.m.
NEDg Description generation batch_6a085ac5b5f4819083c4d12e9cabc758 completed May 16, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a085bc0781c81909fc53a83291badc0 completed May 16, 2026, 11:57 a.m.
Created at: April 16, 2026, 11:08 a.m.