Triple

T14740
Position Surface form Disambiguated ID Type / Status
Subject American Institute of Mining, Metallurgical, and Petroleum Engineers E294 entity
Predicate hasDivision P35 FINISHED
Object Association for Iron & Steel Technology
The Association for Iron & Steel Technology is a professional organization dedicated to advancing the technical development, production, and application of iron and steel through education, networking, and industry collaboration.
E4295 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: Association for Iron & Steel Technology | Statement: [American Institute of Mining, Metallurgical, and Petroleum Engineers, hasDivision, Association for Iron & Steel Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Association for Iron & Steel Technology
Context triple: [American Institute of Mining, Metallurgical, and Petroleum Engineers, hasDivision, Association for Iron & Steel Technology]
  • A. The Minerals, Metals & Materials Society
    The Minerals, Metals & Materials Society is a professional organization dedicated to advancing the science and engineering of minerals, metals, and materials through research, education, and technical exchange.
  • B. American Institute of Mining, Metallurgical, and Petroleum Engineers
    The American Institute of Mining, Metallurgical, and Petroleum Engineers is a professional society that advances the knowledge, practice, and professional development of engineers and scientists in the mining, metallurgical, and petroleum industries.
  • C. American Society of Mechanical Engineers
    The American Society of Mechanical Engineers (ASME) is a professional organization that sets engineering standards, promotes research and education, and supports the global mechanical engineering community.
  • D. Institute of Electrical and Electronics Engineers
    The Institute of Electrical and Electronics Engineers (IEEE) is a leading global professional association dedicated to advancing technology through standards development, publications, conferences, and educational activities in electrical engineering, electronics, and related fields.
  • E. National Society of Professional Engineers
    The National Society of Professional Engineers is a U.S. professional organization that advocates for licensed professional engineers, promotes engineering ethics and standards, and supports the engineering profession through education and public policy.
  • 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: Association for Iron & Steel Technology
Triple: [American Institute of Mining, Metallurgical, and Petroleum Engineers, hasDivision, Association for Iron & Steel Technology]
Generated description
The Association for Iron & Steel Technology is a professional organization dedicated to advancing the technical development, production, and application of iron and steel through education, networking, and industry collaboration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Association for Iron & Steel Technology
Target entity description: The Association for Iron & Steel Technology is a professional organization dedicated to advancing the technical development, production, and application of iron and steel through education, networking, and industry collaboration.
  • A. The Minerals, Metals & Materials Society
    The Minerals, Metals & Materials Society is a professional organization dedicated to advancing the science and engineering of minerals, metals, and materials through research, education, and technical exchange.
  • B. American Institute of Mining, Metallurgical, and Petroleum Engineers
    The American Institute of Mining, Metallurgical, and Petroleum Engineers is a professional society that advances the knowledge, practice, and professional development of engineers and scientists in the mining, metallurgical, and petroleum industries.
  • C. American Society of Mechanical Engineers
    The American Society of Mechanical Engineers (ASME) is a professional organization that sets engineering standards, promotes research and education, and supports the global mechanical engineering community.
  • D. Institute of Electrical and Electronics Engineers
    The Institute of Electrical and Electronics Engineers (IEEE) is a leading global professional association dedicated to advancing technology through standards development, publications, conferences, and educational activities in electrical engineering, electronics, and related fields.
  • E. National Society of Professional Engineers
    The National Society of Professional Engineers is a U.S. professional organization that advocates for licensed professional engineers, promotes engineering ethics and standards, and supports the engineering profession through education and public policy.
  • 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_69a23d7ad88c8190bffe8ab091d86642 completed Feb. 28, 2026, 12:57 a.m.
NER Named-entity recognition batch_69a2400257208190b3cd87ad2a06c18f completed Feb. 28, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2552c22f88190afcc8ed45c419844 completed Feb. 28, 2026, 2:38 a.m.
NEDg Description generation batch_69a255fbd26c81909d070ba1c8345c38 completed Feb. 28, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69a256a0383c8190af394441647dab2c completed Feb. 28, 2026, 2:44 a.m.
Created at: Feb. 28, 2026, 1:02 a.m.