Triple

T4242115
Position Surface form Disambiguated ID Type / Status
Subject Peterson Institute for International Economics E95436 entity
Predicate hasNotableScholar P21690 FINISHED
Object Adam S. Posen
Adam S. Posen is an American economist known for his work on monetary policy and international economics, and for leading the Peterson Institute for International Economics.
E443238 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: Adam S. Posen | Statement: [Peterson Institute for International Economics, hasNotableScholar, Adam S. Posen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adam S. Posen
Context triple: [Peterson Institute for International Economics, hasNotableScholar, Adam S. Posen]
  • A. Michael Aizenman
    Michael Aizenman is a mathematical physicist renowned for his influential work in statistical mechanics, probability theory, and quantum field theory.
  • B. Mark Naimark
    Mark Naimark was a Soviet mathematician known for his influential work in functional analysis and operator algebras.
  • C. Shlomo Ganzfried
    Shlomo Ganzfried was a 19th-century Hungarian rabbi and halachic authority best known for composing the widely used concise code of Jewish law, the Kitzur Shulchan Aruch.
  • D. J. Edward Bromberg
    J. Edward Bromberg was a Hungarian-born American character actor known for his prolific work in Hollywood films and on stage during the 1930s and 1940s.
  • E. Max Löwenthal
    Max Löwenthal was a German lawyer and civil servant best known as the first husband of Elsa Einstein, who later married Albert Einstein.
  • 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: Adam S. Posen
Triple: [Peterson Institute for International Economics, hasNotableScholar, Adam S. Posen]
Generated description
Adam S. Posen is an American economist known for his work on monetary policy and international economics, and for leading the Peterson Institute for International Economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adam S. Posen
Target entity description: Adam S. Posen is an American economist known for his work on monetary policy and international economics, and for leading the Peterson Institute for International Economics.
  • A. Michael Aizenman
    Michael Aizenman is a mathematical physicist renowned for his influential work in statistical mechanics, probability theory, and quantum field theory.
  • B. Mark Naimark
    Mark Naimark was a Soviet mathematician known for his influential work in functional analysis and operator algebras.
  • C. Shlomo Ganzfried
    Shlomo Ganzfried was a 19th-century Hungarian rabbi and halachic authority best known for composing the widely used concise code of Jewish law, the Kitzur Shulchan Aruch.
  • D. J. Edward Bromberg
    J. Edward Bromberg was a Hungarian-born American character actor known for his prolific work in Hollywood films and on stage during the 1930s and 1940s.
  • E. Max Löwenthal
    Max Löwenthal was a German lawyer and civil servant best known as the first husband of Elsa Einstein, who later married Albert Einstein.
  • 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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e891bc08190831187da4f553f48 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b63734dee08190a9c0e051a28d9177 completed March 15, 2026, 4:36 a.m.
NEDg Description generation batch_69b637b12bcc8190b040927ba9a5b24f completed March 15, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69b6383aecb081908c0dc402b8f4add5 completed March 15, 2026, 4:40 a.m.
Created at: March 12, 2026, 11:05 p.m.