Triple

T7340149
Position Surface form Disambiguated ID Type / Status
Subject Office of the Deputy Mayor for Health and Human Services E169225 entity
Predicate hasAbbreviation P43 FINISHED
Object DMHHS
DMHHS is a New York City mayoral office that coordinates and oversees the city’s health and human services agencies and policies.
 E656742 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: DMHHS | Statement: [Office of the Deputy Mayor for Health and Human Services, hasAbbreviation, DMHHS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DMHHS
Context triple: [Office of the Deputy Mayor for Health and Human Services, hasAbbreviation, DMHHS]
  • A. MDSHS
    MDSHS is the acronym for the Maryland State Highway System, the network of state-maintained roads and highways in Maryland.
  • B. DOH
    DOH is the IATA airport code for Hamad International Airport, the main international gateway serving Doha, Qatar.
  • C. California Health and Human Services Agency
    The California Health and Human Services Agency is a state-level umbrella organization that oversees California’s major health care, social services, and public health departments and programs.
  • D. Department of Human Services
    The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
  • E. United States Department of Health and Human Services
    The United States Department of Health and Human Services is a federal executive department responsible for protecting the health of Americans and providing essential human services, particularly for those least able to help themselves.
  • 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: DMHHS
Triple: [Office of the Deputy Mayor for Health and Human Services, hasAbbreviation, DMHHS]
Generated description
DMHHS is a New York City mayoral office that coordinates and oversees the city’s health and human services agencies and policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DMHHS
Target entity description: DMHHS is a New York City mayoral office that coordinates and oversees the city’s health and human services agencies and policies.
  • A. MDSHS
    MDSHS is the acronym for the Maryland State Highway System, the network of state-maintained roads and highways in Maryland.
  • B. DOH
    DOH is the IATA airport code for Hamad International Airport, the main international gateway serving Doha, Qatar.
  • C. California Health and Human Services Agency
    The California Health and Human Services Agency is a state-level umbrella organization that oversees California’s major health care, social services, and public health departments and programs.
  • D. Department of Human Services
    The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
  • E. United States Department of Health and Human Services
    The United States Department of Health and Human Services is a federal executive department responsible for protecting the health of Americans and providing essential human services, particularly for those least able to help themselves.
  • 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_69c68a57710481909f0c1f3c6ebdb6f2 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0d89cd481908c8c2dbcb034b111 completed March 27, 2026, 9:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef266fd0819096cf3ece3fff6b90 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7efa4f5148190842f30988cbea94c completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f0092bac819080ded1863f99290a completed March 28, 2026, 3:13 p.m.
Created at: March 27, 2026, 3:04 p.m.