Triple

T5817894
Position Surface form Disambiguated ID Type / Status
Subject Economic Development Administration E129030 entity
Predicate usesInstrument P933 FINISHED
Object Economic Development Districts
Economic Development Districts are multi-jurisdictional regional organizations in the United States that coordinate and implement long-term economic development planning and projects, often in partnership with federal agencies.
E548104 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: Economic Development Districts | Statement: [Economic Development Administration, usesInstrument, Economic Development Districts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Economic Development Districts
Context triple: [Economic Development Administration, usesInstrument, Economic Development Districts]
  • A. Regional Development Agencies
    Regional Development Agencies were publicly funded bodies in England tasked with promoting economic growth, investment, and regeneration in their respective regions.
  • B. Regional Development Strategy
    The Regional Development Strategy is a key planning framework used by Chilean local governments to guide long-term territorial, economic, and social development at the regional level.
  • C. Regional Development Council IV-A
    Regional Development Council IV-A is the primary multi-sectoral planning and policy-making body responsible for coordinating and guiding socio-economic development initiatives in the CALABARZON region of the Philippines.
  • D. Special Economic Zone
    A Special Economic Zone is a designated area within a country that operates under different economic regulations and incentives than the rest of the nation to attract foreign investment, boost trade, and promote industrial development.
  • E. Community Development Entities
    Community Development Entities are specialized organizations that attract and deploy private investment capital to support economic development and revitalization projects in low-income and underserved communities, often through programs like the New Markets Tax Credit.
  • 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: Economic Development Districts
Triple: [Economic Development Administration, usesInstrument, Economic Development Districts]
Generated description
Economic Development Districts are multi-jurisdictional regional organizations in the United States that coordinate and implement long-term economic development planning and projects, often in partnership with federal agencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Economic Development Districts
Target entity description: Economic Development Districts are multi-jurisdictional regional organizations in the United States that coordinate and implement long-term economic development planning and projects, often in partnership with federal agencies.
  • A. Regional Development Agencies
    Regional Development Agencies were publicly funded bodies in England tasked with promoting economic growth, investment, and regeneration in their respective regions.
  • B. Regional Development Strategy
    The Regional Development Strategy is a key planning framework used by Chilean local governments to guide long-term territorial, economic, and social development at the regional level.
  • C. Regional Development Council IV-A
    Regional Development Council IV-A is the primary multi-sectoral planning and policy-making body responsible for coordinating and guiding socio-economic development initiatives in the CALABARZON region of the Philippines.
  • D. Special Economic Zone
    A Special Economic Zone is a designated area within a country that operates under different economic regulations and incentives than the rest of the nation to attract foreign investment, boost trade, and promote industrial development.
  • E. Community Development Entities
    Community Development Entities are specialized organizations that attract and deploy private investment capital to support economic development and revitalization projects in low-income and underserved communities, often through programs like the New Markets Tax Credit.
  • 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_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c033e36cbc81908f1ef1a1a310674c completed March 22, 2026, 6:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0985399488190bcab9702e3b88539 completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c0990d00e88190b9f2b34a8cedda3a completed March 23, 2026, 1:36 a.m.
NED2 Entity disambiguation (via description) batch_69c099770ca88190a91815ec055f6df8 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:53 p.m.