Triple

T3520421
Position Surface form Disambiguated ID Type / Status
Subject Dallas city government E74407 entity
Predicate oversees P46 FINISHED
Object Dallas Office of Economic Development
The Dallas Office of Economic Development is a municipal agency focused on attracting investment, supporting business growth, and promoting job creation and revitalization within the city of Dallas.
E74407 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: Dallas Office of Economic Development | Statement: [Dallas city government, oversees, Dallas Office of Economic Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dallas Office of Economic Development
Context triple: [Dallas city government, oversees, Dallas Office of Economic Development]
  • A. Dallas city government
    The Dallas city government is the municipal authority responsible for governing the city of Dallas, Texas, overseeing local services, policies, and administration.
  • B. Dallas Division
    The Dallas Division is a regional branch of the United States District Court for the Northern District of Texas that handles federal cases arising from the Dallas area.
  • C. Dallas Arts District
    The Dallas Arts District is a vibrant cultural hub in downtown Dallas, Texas, known as one of the largest contiguous urban arts districts in the United States, featuring major museums, performance venues, and arts organizations.
  • D. Downtown Dallas
    Downtown Dallas is the central business district and urban core of Dallas, Texas, known for its skyscrapers, cultural attractions, and major corporate headquarters.
  • E. Dallas Bar Association
    The Dallas Bar Association is a professional organization of attorneys in Dallas, Texas, dedicated to supporting the legal profession and promoting justice and legal education in the community.
  • 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: Dallas Office of Economic Development
Triple: [Dallas city government, oversees, Dallas Office of Economic Development]
Generated description
The Dallas Office of Economic Development is a municipal agency focused on attracting investment, supporting business growth, and promoting job creation and revitalization within the city of Dallas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dallas Office of Economic Development
Target entity description: The Dallas Office of Economic Development is a municipal agency focused on attracting investment, supporting business growth, and promoting job creation and revitalization within the city of Dallas.
  • A. Dallas city government chosen
    The Dallas city government is the municipal authority responsible for governing the city of Dallas, Texas, overseeing local services, policies, and administration.
  • B. Dallas Division
    The Dallas Division is a regional branch of the United States District Court for the Northern District of Texas that handles federal cases arising from the Dallas area.
  • C. Dallas Arts District
    The Dallas Arts District is a vibrant cultural hub in downtown Dallas, Texas, known as one of the largest contiguous urban arts districts in the United States, featuring major museums, performance venues, and arts organizations.
  • D. Downtown Dallas
    Downtown Dallas is the central business district and urban core of Dallas, Texas, known for its skyscrapers, cultural attractions, and major corporate headquarters.
  • E. Dallas Bar Association
    The Dallas Bar Association is a professional organization of attorneys in Dallas, Texas, dedicated to supporting the legal profession and promoting justice and legal education in the community.
  • 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_69ad85d0c5488190a3d8e02ebd01a1aa completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc4af70c8190a7471f28e1efd7fd completed March 8, 2026, 6:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e848d1c8190b100cb2e1218afbb completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b37f07ab70819089fdb7083b81b992 completed March 13, 2026, 3:05 a.m.
NED2 Entity disambiguation (via description) batch_69b38078bc288190b69d73a64acce8ca completed March 13, 2026, 3:11 a.m.
Created at: March 8, 2026, 3:19 p.m.