Triple

T237791
Position Surface form Disambiguated ID Type / Status
Subject ASME B31 Pressure Piping Code E4859 entity
Predicate hasPart P35 FINISHED
Object ASME B31.5 Refrigeration Piping and Heat Transfer Components
ASME B31.5 Refrigeration Piping and Heat Transfer Components is a U.S. standard that specifies design, materials, fabrication, testing, and safety requirements for refrigeration piping systems and associated heat transfer equipment.
E4859 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: ASME B31.5 Refrigeration Piping and Heat Transfer Components | Statement: [ASME B31 Pressure Piping Code, hasPart, ASME B31.5 Refrigeration Piping and Heat Transfer Components]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ASME B31.5 Refrigeration Piping and Heat Transfer Components
Context triple: [ASME B31 Pressure Piping Code, hasPart, ASME B31.5 Refrigeration Piping and Heat Transfer Components]
  • A. ASME B31 Pressure Piping Code
    ASME B31 Pressure Piping Code is a widely recognized set of engineering standards that governs the design, materials, fabrication, testing, and inspection of pressure piping systems in various industries.
  • B. ASME B16 Pipe Flanges and Fittings
    ASME B16 Pipe Flanges and Fittings is a widely used ASME standard that specifies dimensions, tolerances, materials, and pressure–temperature ratings for pipe flanges and related fittings used in piping systems.
  • C. ASME Boiler and Pressure Vessel Code
    The ASME Boiler and Pressure Vessel Code is a globally recognized set of safety and design standards governing the construction, inspection, and maintenance of boilers and pressure vessels.
  • D. Pressure Vessels and Piping Division
    The Pressure Vessels and Piping Division is a technical division of the American Society of Mechanical Engineers focused on the design, analysis, materials, fabrication, and integrity of pressure-containing equipment and piping systems.
  • E. the ASME Pressure Vessels and Piping Conference
    The ASME Pressure Vessels and Piping Conference is a major international technical conference focused on research, design, analysis, and operation of pressure vessels, piping systems, and related components in industries such as power, oil and gas, and nuclear.
  • 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: ASME B31.5 Refrigeration Piping and Heat Transfer Components
Triple: [ASME B31 Pressure Piping Code, hasPart, ASME B31.5 Refrigeration Piping and Heat Transfer Components]
Generated description
ASME B31.5 Refrigeration Piping and Heat Transfer Components is a U.S. standard that specifies design, materials, fabrication, testing, and safety requirements for refrigeration piping systems and associated heat transfer equipment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ASME B31.5 Refrigeration Piping and Heat Transfer Components
Target entity description: ASME B31.5 Refrigeration Piping and Heat Transfer Components is a U.S. standard that specifies design, materials, fabrication, testing, and safety requirements for refrigeration piping systems and associated heat transfer equipment.
  • A. ASME B31 Pressure Piping Code chosen
    ASME B31 Pressure Piping Code is a widely recognized set of engineering standards that governs the design, materials, fabrication, testing, and inspection of pressure piping systems in various industries.
  • B. ASME B16 Pipe Flanges and Fittings
    ASME B16 Pipe Flanges and Fittings is a widely used ASME standard that specifies dimensions, tolerances, materials, and pressure–temperature ratings for pipe flanges and related fittings used in piping systems.
  • C. ASME Boiler and Pressure Vessel Code
    The ASME Boiler and Pressure Vessel Code is a globally recognized set of safety and design standards governing the construction, inspection, and maintenance of boilers and pressure vessels.
  • D. Pressure Vessels and Piping Division
    The Pressure Vessels and Piping Division is a technical division of the American Society of Mechanical Engineers focused on the design, analysis, materials, fabrication, and integrity of pressure-containing equipment and piping systems.
  • E. the ASME Pressure Vessels and Piping Conference
    The ASME Pressure Vessels and Piping Conference is a major international technical conference focused on research, design, analysis, and operation of pressure vessels, piping systems, and related components in industries such as power, oil and gas, and nuclear.
  • F. None of above.

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_69a257c3d0708190b0871c4269d273e6 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25ccc5d548190b505bf1d99db41bd completed Feb. 28, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36735dff881908ed9cefbf6f5e09d completed Feb. 28, 2026, 10:07 p.m.
NEDg Description generation batch_69a367d82e9c8190ae1bcc99232a24fa completed Feb. 28, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69a3689a2970819087306bff495a4a3a completed Feb. 28, 2026, 10:13 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.