Triple

T16739021
Position Surface form Disambiguated ID Type / Status
Subject Emergency Support Functions E406790 entity
Predicate hasComponent P35 FINISHED
Object ESF #4 – Firefighting
ESF #4 – Firefighting is a U.S. emergency support function that coordinates federal firefighting resources and support during wildland, urban, and other fire-related incidents.
 E1230769 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: ESF #4 – Firefighting | Statement: [Emergency Support Functions, hasComponent, ESF #4 – Firefighting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ESF #4 – Firefighting
Context triple: [Emergency Support Functions, hasComponent, ESF #4 – Firefighting]
  • A. ESF
    ESF is a U.S. Treasury fund used to stabilize the value of the dollar and conduct foreign exchange and financial interventions in international markets.
  • B. ESF
    ESF is a specialized college within the State University of New York system focused on environmental science, natural resources, and related fields.
  • C. ESF
    ESF is the European Union’s main financial instrument for supporting employment, social inclusion, and skills development across member states.
  • D. Mobile Fire-Rescue Department
    The Mobile Fire-Rescue Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Mobile, Alabama.
  • E. Fire Suppression Division
    The Fire Suppression Division is the operational unit of DC Fire and Emergency Medical Services responsible for responding to and extinguishing fires, performing rescues, and handling related emergency incidents across the District of Columbia.
  • 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: ESF #4 – Firefighting
Triple: [Emergency Support Functions, hasComponent, ESF #4 – Firefighting]
Generated description
ESF #4 – Firefighting is a U.S. emergency support function that coordinates federal firefighting resources and support during wildland, urban, and other fire-related incidents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ESF #4 – Firefighting
Target entity description: ESF #4 – Firefighting is a U.S. emergency support function that coordinates federal firefighting resources and support during wildland, urban, and other fire-related incidents.
  • A. ESF
    ESF is a U.S. Treasury fund used to stabilize the value of the dollar and conduct foreign exchange and financial interventions in international markets.
  • B. ESF
    ESF is a specialized college within the State University of New York system focused on environmental science, natural resources, and related fields.
  • C. ESF
    ESF is the European Union’s main financial instrument for supporting employment, social inclusion, and skills development across member states.
  • D. Mobile Fire-Rescue Department
    The Mobile Fire-Rescue Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Mobile, Alabama.
  • E. Fire Suppression Division
    The Fire Suppression Division is the operational unit of DC Fire and Emergency Medical Services responsible for responding to and extinguishing fires, performing rescues, and handling related emergency incidents across the District of Columbia.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e39c3c808c8190b3300edeb7c7bca9 completed April 18, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d50df9c81909452f330eb4336e4 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009e1aa6548190b77def9f74d3272a completed May 10, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_6a009eb06d6481909914286301f9b4db completed May 10, 2026, 3:05 p.m.
Created at: April 10, 2026, 5:20 a.m.