Triple

T10038246
Position Surface form Disambiguated ID Type / Status
Subject Katherine Johnson E205226 entity
Predicate spouse P13 FINISHED
Object James Francis Goble
James Francis Goble was the husband of pioneering NASA mathematician Katherine Johnson and a chemistry teacher who died relatively young from a brain tumor.
 E864860 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: James Francis Goble | Statement: [Katherine Johnson, spouse, James Francis Goble]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Francis Goble
Context triple: [Katherine Johnson, spouse, James Francis Goble]
  • A. William Guy
    William Guy was a prominent 19th-century British statistician and physician regarded as a pioneer in medical statistics and public health.
  • B. Louis Hobson
    Louis Hobson is an American musical theatre actor best known for his work on Broadway, including originating a role in the acclaimed rock musical "Next to Normal."
  • C. John Fagan
    John Fagan is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Fagan.
  • D. Harold F. Gosnell
    Harold F. Gosnell was an influential American political scientist known for pioneering empirical and methodological approaches to the study of elections and political behavior.
  • E. Frank W. Gibb
    Frank W. Gibb was an American architect known for designing prominent public buildings in Arkansas in the late 19th and early 20th centuries.
  • 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: James Francis Goble
Triple: [Katherine Johnson, spouse, James Francis Goble]
Generated description
James Francis Goble was the husband of pioneering NASA mathematician Katherine Johnson and a chemistry teacher who died relatively young from a brain tumor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Francis Goble
Target entity description: James Francis Goble was the husband of pioneering NASA mathematician Katherine Johnson and a chemistry teacher who died relatively young from a brain tumor.
  • A. William Guy
    William Guy was a prominent 19th-century British statistician and physician regarded as a pioneer in medical statistics and public health.
  • B. Louis Hobson
    Louis Hobson is an American musical theatre actor best known for his work on Broadway, including originating a role in the acclaimed rock musical "Next to Normal."
  • C. John Fagan
    John Fagan is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Fagan.
  • D. Harold F. Gosnell
    Harold F. Gosnell was an influential American political scientist known for pioneering empirical and methodological approaches to the study of elections and political behavior.
  • E. Frank W. Gibb
    Frank W. Gibb was an American architect known for designing prominent public buildings in Arkansas in the late 19th and early 20th centuries.
  • 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_69ca834f70e88190b2d74828b7767ec1 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcee04afc8190904704d66e23a432 completed April 2, 2026, 2:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69d89f0c0c588190870b2145be187908 completed April 10, 2026, 6:56 a.m.
NEDg Description generation batch_69d8a11d04fc8190a448e7c846d21cb5 completed April 10, 2026, 7:05 a.m.
NED2 Entity disambiguation (via description) batch_69d8a2b82bb48190899f37a967fef444 completed April 10, 2026, 7:11 a.m.
Created at: March 30, 2026, 8:55 p.m.