Triple

T6673435
Position Surface form Disambiguated ID Type / Status
Subject Byhalia, Mississippi E151789 entity
Predicate hasNotableNearbyInstitution P6776 FINISHED
Object Northcentral Electric Cooperative
Northcentral Electric Cooperative is a member-owned utility company that provides electric power services to residents and businesses in and around Byhalia, Mississippi.
E611039 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: Northcentral Electric Cooperative | Statement: [Byhalia, Mississippi, hasNotableNearbyInstitution, Northcentral Electric Cooperative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northcentral Electric Cooperative
Context triple: [Byhalia, Mississippi, hasNotableNearbyInstitution, Northcentral Electric Cooperative]
  • A. Rural Utilities Service
    The Rural Utilities Service is a U.S. Department of Agriculture agency that provides financing and support for infrastructure and utility services—such as electricity, water, and telecommunications—in rural communities.
  • B. Southeastern Power Administration
    The Southeastern Power Administration is a U.S. federal agency that markets and delivers hydroelectric power generated at federally owned dams to public bodies and rural electric cooperatives in the southeastern United States.
  • C. Southern Electric
    Southern Electric was a former regional electricity company in the United Kingdom that later became part of SSE plc through a merger.
  • D. Middle West Utilities Company
    Middle West Utilities Company was a major early 20th-century American electric utility holding company associated with the expansion and subsequent collapse of Samuel Insull’s vast utility empire.
  • E. Southern Power
    Southern Power is a U.S.-based wholesale energy company that develops, owns, and operates a portfolio of power generation assets, primarily focused on clean and renewable energy.
  • 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: Northcentral Electric Cooperative
Triple: [Byhalia, Mississippi, hasNotableNearbyInstitution, Northcentral Electric Cooperative]
Generated description
Northcentral Electric Cooperative is a member-owned utility company that provides electric power services to residents and businesses in and around Byhalia, Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northcentral Electric Cooperative
Target entity description: Northcentral Electric Cooperative is a member-owned utility company that provides electric power services to residents and businesses in and around Byhalia, Mississippi.
  • A. Rural Utilities Service
    The Rural Utilities Service is a U.S. Department of Agriculture agency that provides financing and support for infrastructure and utility services—such as electricity, water, and telecommunications—in rural communities.
  • B. Southeastern Power Administration
    The Southeastern Power Administration is a U.S. federal agency that markets and delivers hydroelectric power generated at federally owned dams to public bodies and rural electric cooperatives in the southeastern United States.
  • C. Southern Electric
    Southern Electric was a former regional electricity company in the United Kingdom that later became part of SSE plc through a merger.
  • D. Middle West Utilities Company
    Middle West Utilities Company was a major early 20th-century American electric utility holding company associated with the expansion and subsequent collapse of Samuel Insull’s vast utility empire.
  • E. Southern Power
    Southern Power is a U.S.-based wholesale energy company that develops, owns, and operates a portfolio of power generation assets, primarily focused on clean and renewable energy.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNotableNearbyInstitution
Context triple: [Byhalia, Mississippi, hasNotableNearbyInstitution, Northcentral Electric Cooperative]
  • A. hasNearbyInstitution chosen
    Indicates that one entity is located close to or in the immediate vicinity of an institution.
  • B. campusProximity
    Indicates that one entity is located near, adjacent to, or within a short distance of a campus associated with the other entity.
  • C. adjacentToCampusOf
    Indicates that one entity is located next to or directly bordering the campus area of another entity.
  • D. hasNotableInstitutionType
    Indicates that an entity is associated with, or characterized by, a particular type or category of notable institution.
  • E. hasLocalInstitution
    Indicates that a given place or region possesses or hosts an institution that operates locally within its boundaries.
  • F. None of above.

Provenance (6 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_69c687f830bc81909eb8b04dbb8450b1 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ce738fe88190a5557900efeec7ec completed March 27, 2026, 6:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f7a10ec08190983a66b874a1d541 completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f8d27d388190816cfeefbe1519d8 completed March 27, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69c6f96c215081909e9d7a6e0a811f18 completed March 27, 2026, 9:41 p.m.
PD Predicate disambiguation batch_69c6ad09974c81908784300ae218961f completed March 27, 2026, 4:15 p.m.
Created at: March 27, 2026, 2:03 p.m.