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.