Triple

T5932469
Position Surface form Disambiguated ID Type / Status
Subject ICH Q9 Quality Risk Management E131968 entity
Predicate mentionsTool P831 FINISHED
Object HAZOP
HAZOP (Hazard and Operability Study) is a structured, systematic technique used to identify and assess potential hazards and operability problems in processes, particularly in chemical and pharmaceutical industries.
E555155 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: HAZOP | Statement: [ICH Q9 Quality Risk Management, mentionsTool, HAZOP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HAZOP
Context triple: [ICH Q9 Quality Risk Management, mentionsTool, HAZOP]
  • A. Hazard Ranking System
    The Hazard Ranking System is a scoring tool used by the U.S. Environmental Protection Agency to assess the relative risk of contaminated sites and determine which ones qualify for inclusion on the Superfund National Priorities List.
  • B. Hazard Analysis and Critical Control Point
    Hazard Analysis and Critical Control Point (HACCP) is a systematic, preventive food safety management approach that identifies, evaluates, and controls hazards throughout the production process.
  • C. STPA
    STPA is the station code for St. Patrick station, a public transit stop in Toronto's subway system.
  • D. Health Hazard Evaluation Program
    The Health Hazard Evaluation Program is a NIOSH initiative that investigates potential workplace health risks and provides recommendations to improve worker safety and prevent occupational illness.
  • E. HSE
    HSE is a leading Russian research university known for its strong programs in economics, social sciences, and data analysis, with campuses in Moscow and several other major cities.
  • 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: HAZOP
Triple: [ICH Q9 Quality Risk Management, mentionsTool, HAZOP]
Generated description
HAZOP (Hazard and Operability Study) is a structured, systematic technique used to identify and assess potential hazards and operability problems in processes, particularly in chemical and pharmaceutical industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HAZOP
Target entity description: HAZOP (Hazard and Operability Study) is a structured, systematic technique used to identify and assess potential hazards and operability problems in processes, particularly in chemical and pharmaceutical industries.
  • A. Hazard Ranking System
    The Hazard Ranking System is a scoring tool used by the U.S. Environmental Protection Agency to assess the relative risk of contaminated sites and determine which ones qualify for inclusion on the Superfund National Priorities List.
  • B. Hazard Analysis and Critical Control Point
    Hazard Analysis and Critical Control Point (HACCP) is a systematic, preventive food safety management approach that identifies, evaluates, and controls hazards throughout the production process.
  • C. STPA
    STPA is the station code for St. Patrick station, a public transit stop in Toronto's subway system.
  • D. Health Hazard Evaluation Program
    The Health Hazard Evaluation Program is a NIOSH initiative that investigates potential workplace health risks and provides recommendations to improve worker safety and prevent occupational illness.
  • E. HSE
    HSE is a leading Russian research university known for its strong programs in economics, social sciences, and data analysis, with campuses in Moscow and several other major cities.
  • 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_69c0085b75e88190a632f9691f9da48b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c049fdb3e08190a72337ab4f48bc8e completed March 22, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c064d2a4819096085668182cfde1 completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c109b3288190928dc4539a2872c2 completed March 23, 2026, 4:26 a.m.
NED2 Entity disambiguation (via description) batch_69c0c1f6fe60819080a00976740b6a9c completed March 23, 2026, 4:30 a.m.
Created at: March 22, 2026, 4 p.m.