Triple
T21322840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arden L. Bement Jr. |
E525663
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | American Society for Metals |
—
|
NE NERFINISHED |
How this triple was built (2 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: American Society for Metals | Statement: [Arden L. Bement Jr., memberOf, American Society for Metals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: American Society for Metals Context triple: [Arden L. Bement Jr., memberOf, American Society for Metals]
-
A.
The Minerals, Metals & Materials Society
chosen
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.
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.
-
C.
ASME Materials Division
The ASME Materials Division is a technical unit within the American Society of Mechanical Engineers that focuses on materials engineering and science, including recognizing outstanding contributions in the field through honors such as the Nadai Medal.
-
D.
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.
-
E.
Society for Mining, Metallurgy & Exploration
The Society for Mining, Metallurgy & Exploration (SME) is a professional society that supports the global mining and minerals community through technical resources, education, and networking for industry professionals and researchers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b51ad810819098c12392c8e55f6c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e77ed355cc8190a305c1c48117fb9e |
completed | April 21, 2026, 1:42 p.m. |
Created at: April 16, 2026, 4:40 p.m.