Triple

T31016
Position Surface form Disambiguated ID Type / Status
Subject Gary King E618 entity
Predicate coAuthor P398 FINISHED
Object Robert O. Keohane
Robert O. Keohane is a prominent American political scientist best known for his influential work on international relations theory, particularly neoliberal institutionalism and the role of international institutions in global governance.
E7002 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: Robert O. Keohane | Statement: [Gary King, coAuthor, Robert O. Keohane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert O. Keohane
Context triple: [Gary King, coAuthor, Robert O. Keohane]
  • A. Gary King
    Gary King is a prominent American political scientist and quantitative methodologist at Harvard University, known for his influential work in statistical methods for social science research.
  • B. Edward S. Herman
    Edward S. Herman was an American economist, media analyst, and critic of U.S. foreign policy best known for co-developing the "propaganda model" of the media.
  • C. Henry A. Kissinger
    Henry A. Kissinger was a German-born American diplomat and political scientist who served as U.S. National Security Advisor and Secretary of State, playing a central role in shaping Cold War foreign policy and détente.
  • D. John V. L. Hogan
    John V. L. Hogan was an American radio engineer and pioneer in early radio technology and broadcasting.
  • E. Noam Chomsky
    Noam Chomsky is an American linguist, philosopher, cognitive scientist, historian, and political activist widely regarded as the founder of modern linguistics and a prominent critic of U.S. foreign policy.
  • 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: Robert O. Keohane
Triple: [Gary King, coAuthor, Robert O. Keohane]
Generated description
Robert O. Keohane is a prominent American political scientist best known for his influential work on international relations theory, particularly neoliberal institutionalism and the role of international institutions in global governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert O. Keohane
Target entity description: Robert O. Keohane is a prominent American political scientist best known for his influential work on international relations theory, particularly neoliberal institutionalism and the role of international institutions in global governance.
  • A. Gary King
    Gary King is a prominent American political scientist and quantitative methodologist at Harvard University, known for his influential work in statistical methods for social science research.
  • B. Edward S. Herman
    Edward S. Herman was an American economist, media analyst, and critic of U.S. foreign policy best known for co-developing the "propaganda model" of the media.
  • C. Joseph Stiglitz
    Joseph Stiglitz is a Nobel Prize–winning American economist renowned for his work on information asymmetry, inequality, and critiques of unregulated markets.
  • D. Henry A. Kissinger
    Henry A. Kissinger was a German-born American diplomat and political scientist who served as U.S. National Security Advisor and Secretary of State, playing a central role in shaping Cold War foreign policy and détente.
  • E. John V. L. Hogan
    John V. L. Hogan was an American radio engineer and pioneer in early radio technology and broadcasting.
  • 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24876ada48190b366ba8b9320ebb0 completed Feb. 28, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25ab0fb1c8190a7e8f31bf4d56eaf completed Feb. 28, 2026, 3:02 a.m.
NEDg Description generation batch_69a25ce7c718819096a51f15d7c6acee completed Feb. 28, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_69a25daa5c188190b95c031dd646b704 completed Feb. 28, 2026, 3:14 a.m.
Created at: Feb. 28, 2026, 1:44 a.m.