Triple

T2340923
Position Surface form Disambiguated ID Type / Status
Subject Harold Hongju Koh E45022 entity
Predicate sibling P363 FINISHED
Object Howard Koh
Howard Koh is an American physician and public health leader who served as the U.S. Assistant Secretary for Health and is known for his work in cancer prevention, health disparities, and tobacco control.
E260305 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: Howard Koh | Statement: [Harold Hongju Koh, sibling, Howard Koh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Howard Koh
Context triple: [Harold Hongju Koh, sibling, Howard Koh]
  • A. Harold Hongju Koh
    Harold Hongju Koh is a prominent American legal scholar and former U.S. State Department legal adviser known for his work in international law and human rights.
  • B. Jeffrey A. Rosen
    Jeffrey A. Rosen is an American lawyer and government official who has served in senior roles at the U.S. Department of Transportation and later as Deputy Attorney General of the United States.
  • C. David Cole
    David Cole is a music producer best known for his work on Mariah Carey’s song “Emotions” and as one half of the influential production duo C+C Music Factory.
  • D. Jack Goldsmith
    Jack Goldsmith is an American legal scholar and Harvard Law School professor known for his work on national security law, cyber law, and the limits of executive power.
  • E. David J. Barron
    David J. Barron is an American jurist and former Harvard Law School professor who serves as the Chief Judge of the United States Court of Appeals for the First Circuit.
  • 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: Howard Koh
Triple: [Harold Hongju Koh, sibling, Howard Koh]
Generated description
Howard Koh is an American physician and public health leader who served as the U.S. Assistant Secretary for Health and is known for his work in cancer prevention, health disparities, and tobacco control.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Howard Koh
Target entity description: Howard Koh is an American physician and public health leader who served as the U.S. Assistant Secretary for Health and is known for his work in cancer prevention, health disparities, and tobacco control.
  • A. Harold Hongju Koh
    Harold Hongju Koh is a prominent American legal scholar and former U.S. State Department legal adviser known for his work in international law and human rights.
  • B. Jeffrey A. Rosen
    Jeffrey A. Rosen is an American lawyer and government official who has served in senior roles at the U.S. Department of Transportation and later as Deputy Attorney General of the United States.
  • C. David Cole
    David Cole is a music producer best known for his work on Mariah Carey’s song “Emotions” and as one half of the influential production duo C+C Music Factory.
  • D. Jack Goldsmith
    Jack Goldsmith is an American legal scholar and Harvard Law School professor known for his work on national security law, cyber law, and the limits of executive power.
  • E. David J. Barron
    David J. Barron is an American jurist and former Harvard Law School professor who serves as the Chief Judge of the United States Court of Appeals for the First Circuit.
  • 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_69a88917935081909b755dbf38e81024 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc6abf1688190b7c404de0979149a completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea88113988190b89abfc01f5bf6f4 completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aeaacdb19081908561e845eda30143 completed March 9, 2026, 11:11 a.m.
NED2 Entity disambiguation (via description) batch_69aeab435b7081909ec4815f64fe9ea1 completed March 9, 2026, 11:13 a.m.
Created at: March 4, 2026, 7:52 p.m.