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.