Triple
T1479048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alan Cottrell |
E30907
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
An Introduction to Metallurgy
An Introduction to Metallurgy is a foundational textbook by materials scientist Alan Cottrell that systematically explains the principles and applications of metallurgical science.
|
E169000
|
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: An Introduction to Metallurgy | Statement: [Alan Cottrell, notableWork, An Introduction to Metallurgy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: An Introduction to Metallurgy Context triple: [Alan Cottrell, notableWork, An Introduction to Metallurgy]
-
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.
ASME Journal of Engineering Materials and Technology
ASME Journal of Engineering Materials and Technology is a peer-reviewed scholarly journal focusing on research and advances in the behavior, processing, and performance of engineering materials and related technologies.
-
C.
materials engineering
Materials engineering is the field that designs, develops, and optimizes materials and their properties for practical applications across industries such as electronics, construction, transportation, and healthcare.
-
D.
AVS Science and Technology of Materials, Interfaces, and Processing
AVS Science and Technology of Materials, Interfaces, and Processing is a professional society focused on advancing the science and technology of materials, surfaces, interfaces, and related processing techniques.
-
E.
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.
- 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: An Introduction to Metallurgy Triple: [Alan Cottrell, notableWork, An Introduction to Metallurgy]
Generated description
An Introduction to Metallurgy is a foundational textbook by materials scientist Alan Cottrell that systematically explains the principles and applications of metallurgical science.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: An Introduction to Metallurgy Target entity description: An Introduction to Metallurgy is a foundational textbook by materials scientist Alan Cottrell that systematically explains the principles and applications of metallurgical science.
-
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.
ASME Journal of Engineering Materials and Technology
ASME Journal of Engineering Materials and Technology is a peer-reviewed scholarly journal focusing on research and advances in the behavior, processing, and performance of engineering materials and related technologies.
-
C.
materials engineering
Materials engineering is the field that designs, develops, and optimizes materials and their properties for practical applications across industries such as electronics, construction, transportation, and healthcare.
-
D.
AVS Science and Technology of Materials, Interfaces, and Processing
AVS Science and Technology of Materials, Interfaces, and Processing is a professional society focused on advancing the science and technology of materials, surfaces, interfaces, and related processing techniques.
-
E.
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.
- 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_69a498fe55a88190ab7f9e40ace88e49 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c6739d2481909ea8d8e075f62cf3 |
completed | March 1, 2026, 11:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad15aff1288190a3e36324d975d482 |
completed | March 8, 2026, 6:22 a.m. |
| NEDg | Description generation | batch_69ad1639e21081908737b51e910ceae3 |
completed | March 8, 2026, 6:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad16a98fd08190a14f4d7d6b11f5e8 |
completed | March 8, 2026, 6:26 a.m. |
Created at: March 1, 2026, 8:11 p.m.