Triple

T17039421
Position Surface form Disambiguated ID Type / Status
Subject John Stith Pemberton E413405 entity
Predicate employer P7 FINISHED
Object Pemberton Chemical Company
Pemberton Chemical Company was a pharmaceutical and chemical business founded and operated by John Stith Pemberton, the inventor of the original Coca-Cola formula.
E1245885 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: Pemberton Chemical Company | Statement: [John Stith Pemberton, employer, Pemberton Chemical Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pemberton Chemical Company
Context triple: [John Stith Pemberton, employer, Pemberton Chemical Company]
  • A. Hercules Powder Company
    Hercules Powder Company was an American explosives and chemical manufacturing firm that became a major producer of industrial and military propellants and later evolved into the diversified chemical company Hercules Inc.
  • B. Thompson-Hayward Chemical Company
    Thompson-Hayward Chemical Company was a U.S. chemical manufacturer known for being one of the producers of Agent Orange, the herbicide used extensively during the Vietnam War and later linked to serious health and environmental damage.
  • C. Midland Chemical Company
    Midland Chemical Company was an early American chemical manufacturing firm established in the late 19th century by industrial chemist Herbert Henry Dow, who later founded the Dow Chemical Company.
  • D. Chesebrough Manufacturing Company
    Chesebrough Manufacturing Company was an American petroleum-based products manufacturer best known for creating and popularizing Vaseline.
  • E. Maxim Powder Company
    Maxim Powder Company was an explosives manufacturing firm associated with inventor and chemist Hudson Maxim, known for its work in gunpowder and munitions.
  • 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: Pemberton Chemical Company
Triple: [John Stith Pemberton, employer, Pemberton Chemical Company]
Generated description
Pemberton Chemical Company was a pharmaceutical and chemical business founded and operated by John Stith Pemberton, the inventor of the original Coca-Cola formula.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pemberton Chemical Company
Target entity description: Pemberton Chemical Company was a pharmaceutical and chemical business founded and operated by John Stith Pemberton, the inventor of the original Coca-Cola formula.
  • A. Hercules Powder Company
    Hercules Powder Company was an American explosives and chemical manufacturing firm that became a major producer of industrial and military propellants and later evolved into the diversified chemical company Hercules Inc.
  • B. Thompson-Hayward Chemical Company
    Thompson-Hayward Chemical Company was a U.S. chemical manufacturer known for being one of the producers of Agent Orange, the herbicide used extensively during the Vietnam War and later linked to serious health and environmental damage.
  • C. Midland Chemical Company
    Midland Chemical Company was an early American chemical manufacturing firm established in the late 19th century by industrial chemist Herbert Henry Dow, who later founded the Dow Chemical Company.
  • D. Chesebrough Manufacturing Company
    Chesebrough Manufacturing Company was an American petroleum-based products manufacturer best known for creating and popularizing Vaseline.
  • E. Maxim Powder Company
    Maxim Powder Company was an explosives manufacturing firm associated with inventor and chemist Hudson Maxim, known for its work in gunpowder and munitions.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f5844c819097eade4a2b42ab91 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b5ceb048190a7f6cf2361360f90 completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011c13076c8190970abfb0e2d3a13c completed May 11, 2026, midnight
NED2 Entity disambiguation (via description) batch_6a011c8afb608190b51c7a4c9ccaa0a5 completed May 11, 2026, 12:02 a.m.
Created at: April 10, 2026, 5:33 a.m.