Triple

T14264788
Position Surface form Disambiguated ID Type / Status
Subject Chester Carlson E353616 entity
Predicate employer P7 FINISHED
Object P.R. Mallory and Company
P.R. Mallory and Company was an American manufacturing firm best known for its innovations in electrical components and batteries, and for employing Chester Carlson before he invented xerography.
E1090005 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: P.R. Mallory and Company | Statement: [Chester Carlson, employer, P.R. Mallory and Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: P.R. Mallory and Company
Context triple: [Chester Carlson, employer, P.R. Mallory and Company]
  • A. P. Palmer & Company
    P. Palmer & Company was the Chicago dry-goods business founded and operated by prominent 19th-century businessman and real estate developer Potter Palmer.
  • B. Edwin H. Morris & Co.
    Edwin H. Morris & Co. was a prominent American music publishing company known for issuing popular songs and standards in the mid-20th century.
  • C. Rinehart & Company
    Rinehart & Company was an American publishing house known for issuing notable mid-20th-century literary works, including major war novels and popular fiction.
  • D. O. C. Simonds & Company
    O. C. Simonds & Company was the landscape architecture firm founded and led by prominent American landscape architect Ossian Cole Simonds, known for its influential naturalistic park and cemetery designs in the late 19th and early 20th centuries.
  • E. A. C. McClurg & Co.
    A. C. McClurg & Co. was a prominent Chicago-based American publishing house active in the late 19th and early 20th centuries, known for issuing influential literary and scholarly works.
  • 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: P.R. Mallory and Company
Triple: [Chester Carlson, employer, P.R. Mallory and Company]
Generated description
P.R. Mallory and Company was an American manufacturing firm best known for its innovations in electrical components and batteries, and for employing Chester Carlson before he invented xerography.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: P.R. Mallory and Company
Target entity description: P.R. Mallory and Company was an American manufacturing firm best known for its innovations in electrical components and batteries, and for employing Chester Carlson before he invented xerography.
  • A. P. Palmer & Company
    P. Palmer & Company was the Chicago dry-goods business founded and operated by prominent 19th-century businessman and real estate developer Potter Palmer.
  • B. Edwin H. Morris & Co.
    Edwin H. Morris & Co. was a prominent American music publishing company known for issuing popular songs and standards in the mid-20th century.
  • C. Rinehart & Company
    Rinehart & Company was an American publishing house known for issuing notable mid-20th-century literary works, including major war novels and popular fiction.
  • D. O. C. Simonds & Company
    O. C. Simonds & Company was the landscape architecture firm founded and led by prominent American landscape architect Ossian Cole Simonds, known for its influential naturalistic park and cemetery designs in the late 19th and early 20th centuries.
  • E. A. C. McClurg & Co.
    A. C. McClurg & Co. was a prominent Chicago-based American publishing house active in the late 19th and early 20th centuries, known for issuing influential literary and scholarly works.
  • 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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6357a8188190ba518a486521052b completed April 14, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd326367348190b4b31b32f4ca5639 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd335a496881908689b5769bb677ae completed May 8, 2026, 12:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd3445422c8190a22eaa4bef5fdf76 completed May 8, 2026, 12:54 a.m.
Created at: April 10, 2026, 1:09 a.m.