Triple

T3412628
Position Surface form Disambiguated ID Type / Status
Subject University of Science and Technology of China E71932 entity
Predicate hasNotableAlumni P51 FINISHED
Object Shi Yigong
Shi Yigong is a prominent Chinese structural biologist and academic leader known for his influential research on protein structures and his role in advancing higher education and scientific research in China.
E355551 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: Shi Yigong | Statement: [University of Science and Technology of China, hasNotableAlumni, Shi Yigong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shi Yigong
Context triple: [University of Science and Technology of China, hasNotableAlumni, Shi Yigong]
  • A. Liu Songlin
    Liu Songlin was the wife of Mao Anqing, the second son of Chinese Communist leader Mao Zedong.
  • B. Yuan T. Lee
    Yuan T. Lee is a Taiwanese chemist and Nobel laureate renowned for his pioneering work in chemical reaction dynamics.
  • C. 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.
  • D. Yuan-Cheng Fung
    Yuan-Cheng Fung was a pioneering bioengineer often regarded as the "father of modern biomechanics" for his foundational contributions to the mechanics of living tissues.
  • E. Chen Yongren
    Chen Yongren is the undercover police officer protagonist of the Hong Kong crime thriller "Infernal Affairs," whose character later inspired Billy Costigan in the American remake "The Departed."
  • 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: Shi Yigong
Triple: [University of Science and Technology of China, hasNotableAlumni, Shi Yigong]
Generated description
Shi Yigong is a prominent Chinese structural biologist and academic leader known for his influential research on protein structures and his role in advancing higher education and scientific research in China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shi Yigong
Target entity description: Shi Yigong is a prominent Chinese structural biologist and academic leader known for his influential research on protein structures and his role in advancing higher education and scientific research in China.
  • A. Liu Songlin
    Liu Songlin was the wife of Mao Anqing, the second son of Chinese Communist leader Mao Zedong.
  • B. Yuan T. Lee
    Yuan T. Lee is a Taiwanese chemist and Nobel laureate renowned for his pioneering work in chemical reaction dynamics.
  • C. 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.
  • D. Yuan-Cheng Fung
    Yuan-Cheng Fung was a pioneering bioengineer often regarded as the "father of modern biomechanics" for his foundational contributions to the mechanics of living tissues.
  • E. Chen Yongren
    Chen Yongren is the undercover police officer protagonist of the Hong Kong crime thriller "Infernal Affairs," whose character later inspired Billy Costigan in the American remake "The Departed."
  • 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_69ad85ac312481909e7027ced1456a9f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb90ba83c81909abdcddb334e64f6 completed March 8, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bdf81e48190abac8ea645e929ce completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e4972008190af3b84f26b4a3629 completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc6c3f88190ba1a08243232df05 completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:15 p.m.