Triple

T16254576
Position Surface form Disambiguated ID Type / Status
Subject Nostratic hypothesis E394595 entity
Predicate developedBy P73 FINISHED
Object Allan R. Bomhard
Allan R. Bomhard is an American historical linguist best known for his influential work on the Nostratic hypothesis and long-range language comparison.
E1458365 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: Allan R. Bomhard | Statement: [Nostratic hypothesis, developedBy, Allan R. Bomhard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allan R. Bomhard
Context triple: [Nostratic hypothesis, developedBy, Allan R. Bomhard]
  • A. Dale L. Boger
    Dale L. Boger is an American organic chemist renowned for his work in natural product synthesis and medicinal chemistry, including significant contributions to the development of anticancer and antibiotic agents.
  • B. Glenn S. Dumke
    Glenn S. Dumke was an American historian and academic administrator best known for leading and expanding the California State University system during his long tenure as its chancellor.
  • C. Alan C. Blomquist
    Alan C. Blomquist is a film producer best known for his work on acclaimed movies such as "Chocolat."
  • D. Robert L. Boyett
    Robert L. Boyett is an American television producer best known for his work on popular family sitcoms such as "Full House," "Family Matters," and other hit network comedies.
  • E. David S. Pottruck
    David S. Pottruck is an American businessman and former CEO of Charles Schwab Corporation, known for his leadership in financial services and philanthropy in higher education.
  • 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: Allan R. Bomhard
Triple: [Nostratic hypothesis, developedBy, Allan R. Bomhard]
Generated description
Allan R. Bomhard is an American historical linguist best known for his influential work on the Nostratic hypothesis and long-range language comparison.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allan R. Bomhard
Target entity description: Allan R. Bomhard is an American historical linguist best known for his influential work on the Nostratic hypothesis and long-range language comparison.
  • A. Dale L. Boger
    Dale L. Boger is an American organic chemist renowned for his work in natural product synthesis and medicinal chemistry, including significant contributions to the development of anticancer and antibiotic agents.
  • B. Glenn S. Dumke
    Glenn S. Dumke was an American historian and academic administrator best known for leading and expanding the California State University system during his long tenure as its chancellor.
  • C. Alan C. Blomquist
    Alan C. Blomquist is a film producer best known for his work on acclaimed movies such as "Chocolat."
  • D. Robert L. Boyett
    Robert L. Boyett is an American television producer best known for his work on popular family sitcoms such as "Full House," "Family Matters," and other hit network comedies.
  • E. David S. Pottruck
    David S. Pottruck is an American businessman and former CEO of Charles Schwab Corporation, known for his leadership in financial services and philanthropy in higher education.
  • 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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24599861881908b9235f005d80a96 completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a091fab0bf08190a851081f762bab68 completed May 17, 2026, 1:53 a.m.
NEDg Description generation batch_6a09218a0cdc8190b0edc603fee398f0 completed May 17, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_6a092297a76081909ecfb5968ed9e7a0 completed May 17, 2026, 2:06 a.m.
Created at: April 10, 2026, 5:04 a.m.