Triple

T3518981
Position Surface form Disambiguated ID Type / Status
Subject Hazardous Materials Regulations E74373 entity
Predicate abbreviation P43 FINISHED
Object HMR
HMR is the commonly used abbreviation for the U.S. Department of Transportation’s Hazardous Materials Regulations governing the safe transportation of dangerous goods.
 E365880 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: HMR | Statement: [Hazardous Materials Regulations, abbreviation, HMR]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HMR
Context triple: [Hazardous Materials Regulations, abbreviation, HMR]
  • A. HM
    HM is a prefix used for classes and APIs in Apple's HomeKit framework, which enables communication and control of smart home accessories on iOS and other Apple platforms.
  • B. HM
    HM is an abbreviation commonly used as a formal title for a reigning queen or king, standing for "Her Majesty" or "His Majesty."
  • C. HHM
    HHM is a German vehicle registration code assigned to the Burgenlandkreis district in the state of Saxony-Anhalt.
  • D. HMR Group
    HMR Group is a company that manages and operates large-scale entertainment and sports venues, including major arenas used for concerts and events.
  • E. HMA
    HMA is a European network of national medicines regulatory authorities that collaborates to ensure the quality, safety, and efficacy of medicinal products across member states.
  • 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: HMR
Triple: [Hazardous Materials Regulations, abbreviation, HMR]
Generated description
HMR is the commonly used abbreviation for the U.S. Department of Transportation’s Hazardous Materials Regulations governing the safe transportation of dangerous goods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HMR
Target entity description: HMR is the commonly used abbreviation for the U.S. Department of Transportation’s Hazardous Materials Regulations governing the safe transportation of dangerous goods.
  • A. HM
    HM is a prefix used for classes and APIs in Apple's HomeKit framework, which enables communication and control of smart home accessories on iOS and other Apple platforms.
  • B. HM
    HM is an abbreviation commonly used as a formal title for a reigning queen or king, standing for "Her Majesty" or "His Majesty."
  • C. HHM
    HHM is a German vehicle registration code assigned to the Burgenlandkreis district in the state of Saxony-Anhalt.
  • D. HMR Group
    HMR Group is a company that manages and operates large-scale entertainment and sports venues, including major arenas used for concerts and events.
  • E. HMA
    HMA is a European network of national medicines regulatory authorities that collaborates to ensure the quality, safety, and efficacy of medicinal products across member states.
  • 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_69ad85cfb5c881909c9a2edd9d6043cc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc49dea88190924c8abd29aabdad completed March 8, 2026, 6:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e80cd588190ae012f151ef59c52 completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b37ef902208190842ddbe6427ca42b completed March 13, 2026, 3:05 a.m.
NED2 Entity disambiguation (via description) batch_69b382b43b708190be7ae3d44b0a393a completed March 13, 2026, 3:21 a.m.
Created at: March 8, 2026, 3:19 p.m.