Triple

T5206755
Position Surface form Disambiguated ID Type / Status
Subject North Carolina Highway System E117529 entity
Predicate abbreviation P43 FINISHED
Object NCHS
NCHS is the standard abbreviation used to refer to the North Carolina Highway System, the network of state-maintained roads in North Carolina.
 E503629 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: NCHS | Statement: [North Carolina Highway System, abbreviation, NCHS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NCHS
Context triple: [North Carolina Highway System, abbreviation, NCHS]
  • A. Bureau of Vital Statistics
    The Bureau of Vital Statistics is a New York City government office responsible for recording, maintaining, and issuing official records of births, deaths, and other vital events.
  • B. National Center for Chronic Disease Prevention and Health Promotion
    The National Center for Chronic Disease Prevention and Health Promotion is a major public health agency division focused on preventing and controlling chronic diseases and promoting healthy lifestyles across the United States.
  • C. NHPA
    NHPA is a landmark U.S. federal law that established the framework for preserving historic buildings, sites, and cultural resources nationwide.
  • D. NHSL
    NHSL is a rapid transit line in the Philadelphia suburbs, operated by SEPTA between 69th Street Transportation Center and Norristown.
  • E. Bureau of the Census
    The Bureau of the Census is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating population and economic data, including conducting the decennial national census.
  • 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: NCHS
Triple: [North Carolina Highway System, abbreviation, NCHS]
Generated description
NCHS is the standard abbreviation used to refer to the North Carolina Highway System, the network of state-maintained roads in North Carolina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NCHS
Target entity description: NCHS is the standard abbreviation used to refer to the North Carolina Highway System, the network of state-maintained roads in North Carolina.
  • A. Bureau of Vital Statistics
    The Bureau of Vital Statistics is a New York City government office responsible for recording, maintaining, and issuing official records of births, deaths, and other vital events.
  • B. National Center for Chronic Disease Prevention and Health Promotion
    The National Center for Chronic Disease Prevention and Health Promotion is a major public health agency division focused on preventing and controlling chronic diseases and promoting healthy lifestyles across the United States.
  • C. NHPA
    NHPA is a landmark U.S. federal law that established the framework for preserving historic buildings, sites, and cultural resources nationwide.
  • D. NHSL
    NHSL is a rapid transit line in the Philadelphia suburbs, operated by SEPTA between 69th Street Transportation Center and Norristown.
  • E. Bureau of the Census
    The Bureau of the Census is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating population and economic data, including conducting the decennial national census.
  • 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_69bd4463dd3c81909966123f20b79d57 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a4a7b7c8190af5a7149f8fe4f87 completed March 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69beefcf89d8819080541b49c8ad6589 completed March 21, 2026, 7:21 p.m.
NEDg Description generation batch_69bef0856a088190a4d6df4888533388 completed March 21, 2026, 7:24 p.m.
NED2 Entity disambiguation (via description) batch_69bef121817c8190aebd27ee34c0a419 completed March 21, 2026, 7:27 p.m.
Created at: March 20, 2026, 1:47 p.m.