Triple

T16803516
Position Surface form Disambiguated ID Type / Status
Subject Richmond Sarpong E408418 entity
Predicate academicAdvisor P167 FINISHED
Object Martin F. Semmelhack
Martin F. Semmelhack is an American organic chemist known for his contributions to synthetic methodology and his long career as a professor at Princeton University.
E1237610 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: Martin F. Semmelhack | Statement: [Richmond Sarpong, academicAdvisor, Martin F. Semmelhack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martin F. Semmelhack
Context triple: [Richmond Sarpong, academicAdvisor, Martin F. Semmelhack]
  • A. Hans Kehrl
    Hans Kehrl was a German economist and industrial manager who became a prominent Nazi official involved in economic planning and armaments production during the Third Reich.
  • B. Werner R. Heymann
    Werner R. Heymann was a German composer best known for his sophisticated film scores in Hollywood’s Golden Age, particularly for classic comedies and romances.
  • C. Robert Weinberg
    Robert Weinberg is a prominent American cancer biologist best known for his pioneering work on oncogenes and tumor suppressor genes, which helped establish the molecular basis of cancer.
  • D. Richard Leiterman
    Richard Leiterman was a Canadian cinematographer renowned for his work in documentary and dramatic film and television, particularly during the 1960s and 1970s.
  • E. Joseph Turkel
    Joseph Turkel was an American character actor best known for his memorable roles in films such as The Shining and Blade Runner.
  • 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: Martin F. Semmelhack
Triple: [Richmond Sarpong, academicAdvisor, Martin F. Semmelhack]
Generated description
Martin F. Semmelhack is an American organic chemist known for his contributions to synthetic methodology and his long career as a professor at Princeton University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martin F. Semmelhack
Target entity description: Martin F. Semmelhack is an American organic chemist known for his contributions to synthetic methodology and his long career as a professor at Princeton University.
  • A. Hans Kehrl
    Hans Kehrl was a German economist and industrial manager who became a prominent Nazi official involved in economic planning and armaments production during the Third Reich.
  • B. Werner R. Heymann
    Werner R. Heymann was a German composer best known for his sophisticated film scores in Hollywood’s Golden Age, particularly for classic comedies and romances.
  • C. Robert Weinberg
    Robert Weinberg is a prominent American cancer biologist best known for his pioneering work on oncogenes and tumor suppressor genes, which helped establish the molecular basis of cancer.
  • D. Richard Leiterman
    Richard Leiterman was a Canadian cinematographer renowned for his work in documentary and dramatic film and television, particularly during the 1960s and 1970s.
  • E. Joseph Turkel
    Joseph Turkel was an American character actor best known for his memorable roles in films such as The Shining and Blade Runner.
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2ca46f88190b56e81d75012496c completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c29ea9fc81909087cdf28c9c9fc0 completed May 10, 2026, 5:38 p.m.
NEDg Description generation batch_6a00c345229481909d8c0b8a122266bb completed May 10, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a00c42315448190aecedc58fa0b7319 completed May 10, 2026, 5:45 p.m.
Created at: April 10, 2026, 5:22 a.m.