Triple

T7621383
Position Surface form Disambiguated ID Type / Status
Subject Nichols E172500 entity
Predicate hasNotableBearer P458 FINISHED
Object John Treadwell Nichols
John Treadwell Nichols was an American ichthyologist and curator at the American Museum of Natural History known for his extensive work on fish taxonomy and marine biology.
E689037 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: John Treadwell Nichols | Statement: [Nichols, hasNotableBearer, John Treadwell Nichols]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Treadwell Nichols
Context triple: [Nichols, hasNotableBearer, John Treadwell Nichols]
  • A. Joel Asaph Allen
    Joel Asaph Allen was a prominent American zoologist and ornithologist known for his foundational contributions to the study of birds and mammals and for formulating Allen's rule in biogeography.
  • B. Elizur Goodrich
    Elizur Goodrich was an American lawyer, politician, and Yale professor who served as a U.S. Representative from Connecticut in the late 18th and early 19th centuries.
  • C. George C. Perkins
    George C. Perkins was an American politician and businessman who served as the 14th governor of California and later as a U.S. Senator.
  • D. Isaac E. Emerson
    Isaac E. Emerson was an American pharmacist and businessman best known for creating the headache remedy Bromo-Seltzer and founding the Emerson Drug Company.
  • E. Edward Emerson Simmons
    Edward Emerson Simmons was an American muralist and painter of the late 19th and early 20th centuries, known for his allegorical public artworks and contributions to major architectural projects.
  • 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: John Treadwell Nichols
Triple: [Nichols, hasNotableBearer, John Treadwell Nichols]
Generated description
John Treadwell Nichols was an American ichthyologist and curator at the American Museum of Natural History known for his extensive work on fish taxonomy and marine biology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Treadwell Nichols
Target entity description: John Treadwell Nichols was an American ichthyologist and curator at the American Museum of Natural History known for his extensive work on fish taxonomy and marine biology.
  • A. Joel Asaph Allen
    Joel Asaph Allen was a prominent American zoologist and ornithologist known for his foundational contributions to the study of birds and mammals and for formulating Allen's rule in biogeography.
  • B. Elizur Goodrich
    Elizur Goodrich was an American lawyer, politician, and Yale professor who served as a U.S. Representative from Connecticut in the late 18th and early 19th centuries.
  • C. George C. Perkins
    George C. Perkins was an American politician and businessman who served as the 14th governor of California and later as a U.S. Senator.
  • D. Isaac E. Emerson
    Isaac E. Emerson was an American pharmacist and businessman best known for creating the headache remedy Bromo-Seltzer and founding the Emerson Drug Company.
  • E. Edward Emerson Simmons
    Edward Emerson Simmons was an American muralist and painter of the late 19th and early 20th centuries, known for his allegorical public artworks and contributions to major architectural projects.
  • 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_69c699506b308190826894dab1d9ea86 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa62870c8190b17f44eb7a3ff2ad completed March 27, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8eefc58f08190b6d57608a2a296c8 completed March 29, 2026, 9:21 a.m.
NEDg Description generation batch_69c8efec66d08190a6363b563c0c32cd completed March 29, 2026, 9:25 a.m.
NED2 Entity disambiguation (via description) batch_69c8f0426d84819088b319f24c626cb3 completed March 29, 2026, 9:26 a.m.
Created at: March 27, 2026, 3:56 p.m.