Triple

T3432006
Position Surface form Disambiguated ID Type / Status
Subject Liberty County, Florida E72359 entity
Predicate isInEPARegion P38421 FINISHED
Object EPA Region 4
EPA Region 4 is the U.S. Environmental Protection Agency’s southeastern regional office, overseeing environmental programs and enforcement across several states in the southeastern United States.
E357011 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: EPA Region 4 | Statement: [Liberty County, Florida, isInEPARegion, EPA Region 4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EPA Region 4
Context triple: [Liberty County, Florida, isInEPARegion, EPA Region 4]
  • A. EPA Region 6
    EPA Region 6 is a regional division of the U.S. Environmental Protection Agency responsible for administering and enforcing federal environmental laws in Texas, Louisiana, Arkansas, Oklahoma, New Mexico, and tribal nations within its boundaries.
  • B. FEMA Region IV
    FEMA Region IV is the southeastern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery across several states in that part of the United States.
  • C. FEMA Region VII
    FEMA Region VII is the regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts in the central United States, including states such as Iowa, Kansas, Missouri, and Nebraska.
  • D. FEMA Region V
    FEMA Region V is the Midwestern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts across several states in that area.
  • E. FEMA Region VI
    FEMA Region VI is the U.S. Federal Emergency Management Agency regional office responsible for coordinating disaster preparedness, response, and recovery efforts across Arkansas, Louisiana, New Mexico, Oklahoma, and Texas.
  • 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: EPA Region 4
Triple: [Liberty County, Florida, isInEPARegion, EPA Region 4]
Generated description
EPA Region 4 is the U.S. Environmental Protection Agency’s southeastern regional office, overseeing environmental programs and enforcement across several states in the southeastern United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EPA Region 4
Target entity description: EPA Region 4 is the U.S. Environmental Protection Agency’s southeastern regional office, overseeing environmental programs and enforcement across several states in the southeastern United States.
  • A. EPA Region 6
    EPA Region 6 is a regional division of the U.S. Environmental Protection Agency responsible for administering and enforcing federal environmental laws in Texas, Louisiana, Arkansas, Oklahoma, New Mexico, and tribal nations within its boundaries.
  • B. FEMA Region IV
    FEMA Region IV is the southeastern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery across several states in that part of the United States.
  • C. FEMA Region VII
    FEMA Region VII is the regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts in the central United States, including states such as Iowa, Kansas, Missouri, and Nebraska.
  • D. FEMA Region V
    FEMA Region V is the Midwestern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts across several states in that area.
  • E. FEMA Region VI
    FEMA Region VI is the U.S. Federal Emergency Management Agency regional office responsible for coordinating disaster preparedness, response, and recovery efforts across Arkansas, Louisiana, New Mexico, Oklahoma, and Texas.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isInEPARegion
Context triple: [Liberty County, Florida, isInEPARegion, EPA Region 4]
  • A. rangeEPA
    Indicates the EPA-rated driving range that a vehicle can travel on a single charge or tank under standardized test conditions.
  • B. isRegionOf chosen
    Indicates that one entity is a geographic or administrative region belonging to, contained within, or associated with another entity.
  • C. isEcologicalZone
    Indicates that one entity functions as, or is classified as, an ecological zone in relation to another entity.
  • D. isInUSState
    Indicates that one entity (typically a place or location) is geographically located within the boundaries of a specific U.S. state.
  • E. isInUnitedStatesMunicipalHierarchy
    Indicates that one administrative or governmental unit occupies a specific level or position within the municipal hierarchy of the United States (e.g., city, town, county, or similar local jurisdiction).
  • 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_69ad85ae14308190bcbc25cfa0246c0b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9c077d48190bee40795cab3e422 completed March 8, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3547b1b3481909646bf36e8461ff4 completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b35547a9a881909d754625806cff2a completed March 13, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69b355efa89c8190bf9b2eb3c41257b3 completed March 13, 2026, 12:10 a.m.
PD Predicate disambiguation batch_69adae00ad588190bef24373b58a2e1a completed March 8, 2026, 5:12 p.m.
Created at: March 8, 2026, 3:15 p.m.