Triple

T1006741
Position Surface form Disambiguated ID Type / Status
Subject Government of Guam E21730 entity
Predicate hasAgency P3933 FINISHED
Object Guam Department of Labor
The Guam Department of Labor is the territorial government agency responsible for overseeing employment services, workforce development, and labor standards on the island of Guam.
 E122325 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: Guam Department of Labor | Statement: [Government of Guam, hasAgency, Guam Department of Labor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guam Department of Labor
Context triple: [Government of Guam, hasAgency, Guam Department of Labor]
  • A. Guam Department of Public Health and Social Services
    The Guam Department of Public Health and Social Services is the territorial government agency responsible for protecting and promoting public health and providing social services to residents of Guam.
  • B. Guam Department of Education
    The Guam Department of Education is the public agency responsible for overseeing and administering the island’s K–12 public school system.
  • C. Guam Department of Revenue and Taxation
    The Guam Department of Revenue and Taxation is the territorial agency responsible for administering tax laws, collecting revenues, and overseeing related regulatory functions in Guam.
  • D. Department of Chamorro Affairs (Guam)
    The Department of Chamorro Affairs (Guam) is a government agency dedicated to preserving, promoting, and advancing Chamorro language, culture, and heritage within Guam.
  • E. Government of Guam
    The Government of Guam is the territorial government of the U.S. island of Guam, responsible for administering local executive, legislative, and judicial functions under U.S. sovereignty.
  • 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: Guam Department of Labor
Triple: [Government of Guam, hasAgency, Guam Department of Labor]
Generated description
The Guam Department of Labor is the territorial government agency responsible for overseeing employment services, workforce development, and labor standards on the island of Guam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guam Department of Labor
Target entity description: The Guam Department of Labor is the territorial government agency responsible for overseeing employment services, workforce development, and labor standards on the island of Guam.
  • A. Guam Department of Public Health and Social Services
    The Guam Department of Public Health and Social Services is the territorial government agency responsible for protecting and promoting public health and providing social services to residents of Guam.
  • B. Guam Department of Education
    The Guam Department of Education is the public agency responsible for overseeing and administering the island’s K–12 public school system.
  • C. Guam Department of Revenue and Taxation
    The Guam Department of Revenue and Taxation is the territorial agency responsible for administering tax laws, collecting revenues, and overseeing related regulatory functions in Guam.
  • D. Department of Chamorro Affairs (Guam)
    The Department of Chamorro Affairs (Guam) is a government agency dedicated to preserving, promoting, and advancing Chamorro language, culture, and heritage within Guam.
  • E. Government of Guam
    The Government of Guam is the territorial government of the U.S. island of Guam, responsible for administering local executive, legislative, and judicial functions under U.S. sovereignty.
  • 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b51434f081909b301ad1c151af03 completed March 1, 2026, 9:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3ba7063c8190ba79e974cf38cdea completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c41ab70819090084c508dbfd295 completed March 7, 2026, 2:54 p.m.
NED2 Entity disambiguation (via description) batch_69ac3cbb30d081909759df25c21eb275 completed March 7, 2026, 2:56 p.m.
Created at: March 1, 2026, 7:41 p.m.