Triple

T8862587
Position Surface form Disambiguated ID Type / Status
Subject Josiah Parsons Cooke E210927 entity
Predicate notableWork P4 FINISHED
Object Chemical Problems and Reactions
"Chemical Problems and Reactions" is a 19th-century chemistry textbook by Josiah Parsons Cooke that presents systematic exercises and explanations to teach fundamental chemical principles and quantitative problem-solving.
E762239 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: Chemical Problems and Reactions | Statement: [Josiah Parsons Cooke, notableWork, Chemical Problems and Reactions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chemical Problems and Reactions
Context triple: [Josiah Parsons Cooke, notableWork, Chemical Problems and Reactions]
  • A. Chemistry
    Chemistry is the branch of science that studies the composition, structure, properties, and transformations of matter at the atomic and molecular levels.
  • B. Current Chemical Reactions
    Current Chemical Reactions is a specialized abstracting and indexing service that compiles and organizes information on newly reported chemical reactions from the scientific literature.
  • C. CAS Common Chemistry
    CAS Common Chemistry is a free online resource from the Chemical Abstracts Service that provides curated chemical information, including identifiers and basic data for commonly encountered substances.
  • D. Principles of Chemistry
    Principles of Chemistry is Dmitri Mendeleev’s influential textbook that systematically presented chemical theory and helped popularize the periodic law and periodic table.
  • E. Chemistry Unit
    The Chemistry Unit is a specialized division of the FBI Laboratory that conducts forensic chemical analyses to support criminal investigations and national security cases.
  • 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: Chemical Problems and Reactions
Triple: [Josiah Parsons Cooke, notableWork, Chemical Problems and Reactions]
Generated description
"Chemical Problems and Reactions" is a 19th-century chemistry textbook by Josiah Parsons Cooke that presents systematic exercises and explanations to teach fundamental chemical principles and quantitative problem-solving.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chemical Problems and Reactions
Target entity description: "Chemical Problems and Reactions" is a 19th-century chemistry textbook by Josiah Parsons Cooke that presents systematic exercises and explanations to teach fundamental chemical principles and quantitative problem-solving.
  • A. Chemistry
    Chemistry is the branch of science that studies the composition, structure, properties, and transformations of matter at the atomic and molecular levels.
  • B. Current Chemical Reactions
    Current Chemical Reactions is a specialized abstracting and indexing service that compiles and organizes information on newly reported chemical reactions from the scientific literature.
  • C. CAS Common Chemistry
    CAS Common Chemistry is a free online resource from the Chemical Abstracts Service that provides curated chemical information, including identifiers and basic data for commonly encountered substances.
  • D. Principles of Chemistry
    Principles of Chemistry is Dmitri Mendeleev’s influential textbook that systematically presented chemical theory and helped popularize the periodic law and periodic table.
  • E. Chemistry Unit
    The Chemistry Unit is a specialized division of the FBI Laboratory that conducts forensic chemical analyses to support criminal investigations and national security cases.
  • 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_69ca838bbddc8190ab546d737e5d350f completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc610263048190931bb2c3ac573a08 completed April 1, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa0c248108190815d593f44029183 completed April 3, 2026, 11:13 a.m.
NEDg Description generation batch_69cfa1714b4081909035c9b15c82c1be completed April 3, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69cfa24be80481909e2b575f99cd1dc4 completed April 3, 2026, 11:19 a.m.
Created at: March 30, 2026, 6:50 p.m.