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.