Triple

T501661
Position Surface form Disambiguated ID Type / Status
Subject IEEE Control Systems Award E10414 entity
Predicate notableRecipient P108 FINISHED
Object Yu-Chi Ho
Yu-Chi Ho is a prominent control theorist and engineer known for his pioneering contributions to optimal control, dynamic systems, and game theory.
E64210 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: Yu-Chi Ho | Statement: [IEEE Control Systems Award, notableRecipient, Yu-Chi Ho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yu-Chi Ho
Context triple: [IEEE Control Systems Award, notableRecipient, Yu-Chi Ho]
  • A. Kenneth Hsu
    Kenneth Hsu is a Swiss geologist and oceanographer known for his influential work on marine geology and the Messinian salinity crisis.
  • B. Langche Zeng
    Langche Zeng is a political scientist and quantitative methodologist known for his collaborative work with Gary King on statistical methods in social science research.
  • C. Chia-Shun Yih
    Chia-Shun Yih was a prominent Chinese-American fluid dynamicist known for his influential theoretical work on hydrodynamic stability and stratified flows.
  • D. Yuhuai Wu
    Yuhuai Wu is an AI researcher and entrepreneur known for his work on large language models and as a member of Elon Musk’s xAI team.
  • E. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • 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: Yu-Chi Ho
Triple: [IEEE Control Systems Award, notableRecipient, Yu-Chi Ho]
Generated description
Yu-Chi Ho is a prominent control theorist and engineer known for his pioneering contributions to optimal control, dynamic systems, and game theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yu-Chi Ho
Target entity description: Yu-Chi Ho is a prominent control theorist and engineer known for his pioneering contributions to optimal control, dynamic systems, and game theory.
  • A. Kenneth Hsu
    Kenneth Hsu is a Swiss geologist and oceanographer known for his influential work on marine geology and the Messinian salinity crisis.
  • B. Langche Zeng
    Langche Zeng is a political scientist and quantitative methodologist known for his collaborative work with Gary King on statistical methods in social science research.
  • C. Chia-Shun Yih
    Chia-Shun Yih was a prominent Chinese-American fluid dynamicist known for his influential theoretical work on hydrodynamic stability and stratified flows.
  • D. Yuhuai Wu
    Yuhuai Wu is an AI researcher and entrepreneur known for his work on large language models and as a member of Elon Musk’s xAI team.
  • E. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f131e2148190afd43402f505c73e completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a14aab308190b12deb3509e9715e completed March 1, 2026, 8:27 p.m.
NEDg Description generation batch_69a4a27e8b7c8190991d3d5dc44c6913 completed March 1, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69a4a2d68b688190a5ec28394356d76c completed March 1, 2026, 8:34 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.