Triple

T1268042
Position Surface form Disambiguated ID Type / Status
Subject Commissioner of Internal Revenue E15645 entity
Predicate positionHeldBy P8 FINISHED
Object John Koskinen
John Koskinen is an American public official and lawyer best known for leading major government agencies and overseeing crisis management and organizational reforms, including at the Internal Revenue Service.
E145003 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 Koskinen | Statement: [Commissioner of Internal Revenue, positionHeldBy, John Koskinen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Koskinen
Context triple: [Commissioner of Internal Revenue, positionHeldBy, John Koskinen]
  • A. Ali Aaltonen
    Ali Aaltonen was a Finnish military officer who played a notable leadership role on the Red side during the Finnish Civil War.
  • B. Hjalmar Siilasvuo
    Hjalmar Siilasvuo was a Finnish general renowned for his leadership in key Winter War battles against the Soviet Union, which made him one of Finland’s most celebrated military commanders.
  • C. Tatu Ylönen
    Tatu Ylönen is a Finnish computer scientist and entrepreneur best known for creating the Secure Shell (SSH) protocol and founding SSH Communications Security.
  • D. Lars Johanson
    Lars Johanson is a Swedish linguist renowned for his influential work on Turkic languages and language contact, and for his critical stance toward the proposed Altaic language family.
  • E. Martin Lindauer
    Martin Lindauer was a German behavioral biologist and prominent honeybee researcher known for his pioneering work on insect communication and social organization.
  • 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 Koskinen
Triple: [Commissioner of Internal Revenue, positionHeldBy, John Koskinen]
Generated description
John Koskinen is an American public official and lawyer best known for leading major government agencies and overseeing crisis management and organizational reforms, including at the Internal Revenue Service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Koskinen
Target entity description: John Koskinen is an American public official and lawyer best known for leading major government agencies and overseeing crisis management and organizational reforms, including at the Internal Revenue Service.
  • A. Ali Aaltonen
    Ali Aaltonen was a Finnish military officer who played a notable leadership role on the Red side during the Finnish Civil War.
  • B. Hjalmar Siilasvuo
    Hjalmar Siilasvuo was a Finnish general renowned for his leadership in key Winter War battles against the Soviet Union, which made him one of Finland’s most celebrated military commanders.
  • C. Tatu Ylönen
    Tatu Ylönen is a Finnish computer scientist and entrepreneur best known for creating the Secure Shell (SSH) protocol and founding SSH Communications Security.
  • D. Lars Johanson
    Lars Johanson is a Swedish linguist renowned for his influential work on Turkic languages and language contact, and for his critical stance toward the proposed Altaic language family.
  • E. Martin Lindauer
    Martin Lindauer was a German behavioral biologist and prominent honeybee researcher known for his pioneering work on insect communication and social organization.
  • 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_69a4935a94308190bb92555b79032824 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4c0396e048190b4e2d7aab19268b3 completed March 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac99898bdc8190bbbe28083b4a548b completed March 7, 2026, 9:32 p.m.
NEDg Description generation batch_69ac9abcc2ec8190acdec5d7cbf42b42 completed March 7, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69ac9b1ea9c48190ad1520f2f67111dd completed March 7, 2026, 9:39 p.m.
Created at: March 1, 2026, 7:50 p.m.