Triple

T38887
Position Surface form Disambiguated ID Type / Status
Subject Herbert E769 entity
Predicate hasNotableBearer P458 FINISHED
Object Herbert Simon
Herbert Simon was an American economist, political scientist, and cognitive psychologist renowned for his pioneering work on decision-making, bounded rationality, and artificial intelligence, for which he received the Nobel Prize in Economics.
E9726 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: Herbert Simon | Statement: [Herbert, hasNotableBearer, Herbert Simon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbert Simon
Context triple: [Herbert, hasNotableBearer, Herbert Simon]
  • A. Oskar Morgenstern
    Oskar Morgenstern was an Austrian-American economist best known as the co-founder of game theory through his seminal work "Theory of Games and Economic Behavior" with John von Neumann.
  • B. John von Neumann
    John von Neumann was a pioneering 20th-century mathematician and polymath whose foundational work in game theory, computer science, quantum mechanics, and economics profoundly shaped modern science and technology.
  • C. Claude Shannon
    Claude Shannon was an American mathematician and electrical engineer known as the "father of information theory" for founding the mathematical framework underlying digital communication and data compression.
  • D. John Nash
    John Nash was an American mathematician renowned for his groundbreaking work in game theory, differential geometry, and partial differential equations, which profoundly influenced economics and the mathematical sciences.
  • 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: Herbert Simon
Triple: [Herbert, hasNotableBearer, Herbert Simon]
Generated description
Herbert Simon was an American economist, political scientist, and cognitive psychologist renowned for his pioneering work on decision-making, bounded rationality, and artificial intelligence, for which he received the Nobel Prize in Economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herbert Simon
Target entity description: Herbert Simon was an American economist, political scientist, and cognitive psychologist renowned for his pioneering work on decision-making, bounded rationality, and artificial intelligence, for which he received the Nobel Prize in Economics.
  • A. Oskar Morgenstern
    Oskar Morgenstern was an Austrian-American economist best known as the co-founder of game theory through his seminal work "Theory of Games and Economic Behavior" with John von Neumann.
  • B. John von Neumann
    John von Neumann was a pioneering 20th-century mathematician and polymath whose foundational work in game theory, computer science, quantum mechanics, and economics profoundly shaped modern science and technology.
  • C. Claude Shannon
    Claude Shannon was an American mathematician and electrical engineer known as the "father of information theory" for founding the mathematical framework underlying digital communication and data compression.
  • D. John Nash
    John Nash was an American mathematician renowned for his groundbreaking work in game theory, differential geometry, and partial differential equations, which profoundly influenced economics and the mathematical sciences.
  • 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

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_69a247a8f6c08190bac804906d62ed5a completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24acd14b48190b80d4329621583df completed Feb. 28, 2026, 1:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a26c15db808190b8d66206a4ed1085 completed Feb. 28, 2026, 4:16 a.m.
NEDg Description generation batch_69a26da8de008190872009f99d1aa684 completed Feb. 28, 2026, 4:23 a.m.
NED2 Entity disambiguation (via description) batch_69a26e45509c8190953e288c45924734 completed Feb. 28, 2026, 4:25 a.m.
Created at: Feb. 28, 2026, 1:46 a.m.