Triple

T8852147
Position Surface form Disambiguated ID Type / Status
Subject Ken Norton E210662 entity
Predicate birthName P65 FINISHED
Object Kenneth Howard Norton
Kenneth Howard Norton was an American professional heavyweight boxer best known for breaking Muhammad Ali’s jaw and defeating him in a 1973 upset.
E763659 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: Kenneth Howard Norton | Statement: [Ken Norton, birthName, Kenneth Howard Norton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kenneth Howard Norton
Context triple: [Ken Norton, birthName, Kenneth Howard Norton]
  • A. Leroy P. Steele
    Leroy P. Steele was an American mathematician and philanthropist whose bequest to the American Mathematical Society led to the establishment of the prestigious Leroy P. Steele Prizes recognizing outstanding research and exposition in mathematics.
  • B. Albert R. Meyer
    Albert R. Meyer is an American computer scientist and professor at MIT known for his influential work in theoretical computer science and the foundations of computation.
  • C. Kenneth Karlin
    Kenneth Karlin is a Danish record producer and songwriter best known as one half of the R&B and pop production duo Soulshock & Karlin, who have crafted hits for numerous major international artists.
  • D. Milburn G. Apt
    Milburn G. Apt was a United States Air Force test pilot and the first person to exceed Mach 3, who died in the crash of the Bell X-2 during a record-setting flight in 1956.
  • E. John C. Martin
    John C. Martin was an American pharmaceutical executive and scientist best known for leading Gilead Sciences’ rise into a major biopharmaceutical company, particularly in antiviral and HIV/hepatitis C treatments.
  • 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: Kenneth Howard Norton
Triple: [Ken Norton, birthName, Kenneth Howard Norton]
Generated description
Kenneth Howard Norton was an American professional heavyweight boxer best known for breaking Muhammad Ali’s jaw and defeating him in a 1973 upset.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kenneth Howard Norton
Target entity description: Kenneth Howard Norton was an American professional heavyweight boxer best known for breaking Muhammad Ali’s jaw and defeating him in a 1973 upset.
  • A. Leroy P. Steele
    Leroy P. Steele was an American mathematician and philanthropist whose bequest to the American Mathematical Society led to the establishment of the prestigious Leroy P. Steele Prizes recognizing outstanding research and exposition in mathematics.
  • B. Albert R. Meyer
    Albert R. Meyer is an American computer scientist and professor at MIT known for his influential work in theoretical computer science and the foundations of computation.
  • C. Kenneth Karlin
    Kenneth Karlin is a Danish record producer and songwriter best known as one half of the R&B and pop production duo Soulshock & Karlin, who have crafted hits for numerous major international artists.
  • D. Milburn G. Apt
    Milburn G. Apt was a United States Air Force test pilot and the first person to exceed Mach 3, who died in the crash of the Bell X-2 during a record-setting flight in 1956.
  • E. John C. Martin
    John C. Martin was an American pharmaceutical executive and scientist best known for leading Gilead Sciences’ rise into a major biopharmaceutical company, particularly in antiviral and HIV/hepatitis C treatments.
  • 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_69ca838a424c8190b1ecac115c2927e7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60c3c5548190926e374bbe592180 completed April 1, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa08c3f0081909a9aad5599f7deb2 completed April 3, 2026, 11:12 a.m.
NEDg Description generation batch_69cfa45cfcd48190b2e75ed1bda7d92e completed April 3, 2026, 11:28 a.m.
NED2 Entity disambiguation (via description) batch_69cfa5988f688190a35a0da37ebb41d3 completed April 3, 2026, 11:33 a.m.
Created at: March 30, 2026, 6:49 p.m.