Triple

T11381772
Position Surface form Disambiguated ID Type / Status
Subject West Liberty Fire Department E269609 entity
Predicate collaboratesWith P37 FINISHED
Object Iowa state emergency management agencies
Iowa state emergency management agencies are state-level organizations in Iowa responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters across the state.
E922411 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: Iowa state emergency management agencies | Statement: [West Liberty Fire Department, collaboratesWith, Iowa state emergency management agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iowa state emergency management agencies
Context triple: [West Liberty Fire Department, collaboratesWith, Iowa state emergency management agencies]
  • A. state emergency management agencies of Nebraska
    The state emergency management agencies of Nebraska are the primary state-level organizations responsible for preparing for, responding to, and coordinating recovery from disasters and emergencies within Nebraska.
  • B. Wisconsin Emergency Management
    Wisconsin Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters in Wisconsin.
  • C. Idaho Office of Emergency Management
    The Idaho Office of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies across Idaho.
  • D. Illinois Emergency Management Agency
    The Illinois Emergency Management Agency is the state-level organization responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Illinois.
  • E. Government of Iowa
    The Government of Iowa is the state’s executive, legislative, and judicial authority responsible for administering public policy, services, and regulation within the U.S. state of Iowa.
  • 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: Iowa state emergency management agencies
Triple: [West Liberty Fire Department, collaboratesWith, Iowa state emergency management agencies]
Generated description
Iowa state emergency management agencies are state-level organizations in Iowa responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iowa state emergency management agencies
Target entity description: Iowa state emergency management agencies are state-level organizations in Iowa responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters across the state.
  • A. state emergency management agencies of Nebraska
    The state emergency management agencies of Nebraska are the primary state-level organizations responsible for preparing for, responding to, and coordinating recovery from disasters and emergencies within Nebraska.
  • B. Wisconsin Emergency Management
    Wisconsin Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters in Wisconsin.
  • C. Idaho Office of Emergency Management
    The Idaho Office of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies across Idaho.
  • D. Illinois Emergency Management Agency
    The Illinois Emergency Management Agency is the state-level organization responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Illinois.
  • E. Government of Iowa
    The Government of Iowa is the state’s executive, legislative, and judicial authority responsible for administering public policy, services, and regulation within the U.S. state of Iowa.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7fc331f188190a7f69f1aae53fb6b completed April 9, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69e556a99c8c8190b7439a548216e648 completed April 19, 2026, 10:26 p.m.
NEDg Description generation batch_69e562c8fb948190be87cca65c3b74e1 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56aaa5c9081909f89cfe6a8fc03f0 completed April 19, 2026, 11:52 p.m.
Created at: April 8, 2026, 9:34 p.m.