Triple

T19637171
Position Surface form Disambiguated ID Type / Status
Subject Honolulu Emergency Services Department E471427 entity
Predicate shortName P43 FINISHED
Object HESD
HESD is the commonly used acronym for the Honolulu Emergency Services Department, the agency responsible for providing emergency medical and related public safety services in Honolulu, Hawaii.
E1388613 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: HESD | Statement: [Honolulu Emergency Services Department, shortName, HESD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HESD
Context triple: [Honolulu Emergency Services Department, shortName, HESD]
  • A. HES
    HES is the commonly used abbreviation for Historic Environment Scotland, the public body responsible for protecting and promoting Scotland’s historic environment.
  • B. HESN
    HESN is the ICAO airport code for Aswan International Airport in Aswan, Egypt.
  • C. HESG
    HESG is the ICAO airport code assigned to Sohag International Airport in Egypt.
  • D. EDSD
    EDSD is the commonly used abbreviation for the Episcopal Diocese of San Diego, a regional jurisdiction of the Episcopal Church in Southern California.
  • E. HESX
    HESX is the ICAO airport code assigned to Sphinx International Airport in Egypt.
  • 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: HESD
Triple: [Honolulu Emergency Services Department, shortName, HESD]
Generated description
HESD is the commonly used acronym for the Honolulu Emergency Services Department, the agency responsible for providing emergency medical and related public safety services in Honolulu, Hawaii.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HESD
Target entity description: HESD is the commonly used acronym for the Honolulu Emergency Services Department, the agency responsible for providing emergency medical and related public safety services in Honolulu, Hawaii.
  • A. HES
    HES is the commonly used abbreviation for Historic Environment Scotland, the public body responsible for protecting and promoting Scotland’s historic environment.
  • B. HESN
    HESN is the ICAO airport code for Aswan International Airport in Aswan, Egypt.
  • C. HESG
    HESG is the ICAO airport code assigned to Sohag International Airport in Egypt.
  • D. EDSD
    EDSD is the commonly used abbreviation for the Episcopal Diocese of San Diego, a regional jurisdiction of the Episcopal Church in Southern California.
  • E. HESX
    HESX is the ICAO airport code assigned to Sphinx International Airport in Egypt.
  • 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_69d8e511f28481909f4bc3ea9191e54a completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e64107f3fc8190ace6ae67287d280c completed April 20, 2026, 3:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a077ee2ba00819082c50c6b163becf4 completed May 15, 2026, 8:15 p.m.
NEDg Description generation batch_6a077fb5d7288190a691e312ec22789b completed May 15, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_6a07810b1de88190a2516712767fde52 completed May 15, 2026, 8:24 p.m.
Created at: April 10, 2026, 1:44 p.m.