Triple

T2156304
Position Surface form Disambiguated ID Type / Status
Subject Shiing-Shen Chern E47895 entity
Predicate givenName P17 FINISHED
Object Shiing-Shen
Shiing-Shen Chern was a Chinese-American mathematician renowned for his foundational contributions to differential geometry and the development of Chern classes in topology.
 E240802 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: Shiing-Shen | Statement: [Shiing-Shen Chern, givenName, Shiing-Shen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shiing-Shen
Context triple: [Shiing-Shen Chern, givenName, Shiing-Shen]
  • A. Shi
    Shi is a Chinese surname historically associated with members of the Jewish community in Kaifeng, China.
  • B. 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.
  • C. Xue
    Xue is a Chinese surname borne by various notable historical and contemporary figures.
  • D. Chaoshan Min
    Chaoshan Min is a Southern Min Chinese language group spoken primarily in the Chaoshan region of eastern Guangdong, known for its distinct phonology and varieties such as Teochew.
  • E. Enlai
    Enlai is the given name of Zhou Enlai, the prominent first Premier of the People's Republic of China and a key figure in Chinese Communist history.
  • 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: Shiing-Shen
Triple: [Shiing-Shen Chern, givenName, Shiing-Shen]
Generated description
Shiing-Shen Chern was a Chinese-American mathematician renowned for his foundational contributions to differential geometry and the development of Chern classes in topology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shiing-Shen
Target entity description: Shiing-Shen Chern was a Chinese-American mathematician renowned for his foundational contributions to differential geometry and the development of Chern classes in topology.
  • A. Shi
    Shi is a Chinese surname historically associated with members of the Jewish community in Kaifeng, China.
  • B. 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.
  • C. Xue
    Xue is a Chinese surname borne by various notable historical and contemporary figures.
  • D. Chaoshan Min
    Chaoshan Min is a Southern Min Chinese language group spoken primarily in the Chaoshan region of eastern Guangdong, known for its distinct phonology and varieties such as Teochew.
  • E. Enlai
    Enlai is the given name of Zhou Enlai, the prominent first Premier of the People's Republic of China and a key figure in Chinese Communist history.
  • 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_69a88a1d1fd8819088b34990d69a712f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe67d6888190b8d3c07527c8f80e completed March 7, 2026, 5:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58e53fe481908fa4035ee98bd6ca completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5a612f7081909fe82c45d07f3311 completed March 9, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69ae5b09402c81908b68e4ad4c06f215 completed March 9, 2026, 5:30 a.m.
Created at: March 4, 2026, 7:44 p.m.