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.