Triple

T10807984
Position Surface form Disambiguated ID Type / Status
Subject Kähler–Ricci flow E255017 entity
Predicate developedBy P73 FINISHED
Object Song Sun
Song Sun is a prominent Chinese-American mathematician known for his influential work in complex differential geometry and geometric analysis, particularly on Kähler–Einstein metrics and Ricci flow.
E888042 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: Song Sun | Statement: [Kähler–Ricci flow, developedBy, Song Sun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Song Sun
Context triple: [Kähler–Ricci flow, developedBy, Song Sun]
  • A. Sun He
    Sun He was a crown prince of Eastern Wu during China’s Three Kingdoms period and a son of the warlord-emperor Sun Quan.
  • B. Song Hong
    Song Hong is a pseudonym used by Truong Chinh, a prominent Vietnamese communist leader and theorist who played a key role in the country’s revolutionary movement and early government.
  • C. Anna Sun
    Anna Sun is a scholar known for her work in the sociology of religion and Chinese religions, particularly Confucianism.
  • D. Sun Fo
    Sun Fo was a prominent Chinese politician and statesman of the Republic of China era, known for his roles in the Nationalist government and as a key figure in early 20th-century Chinese politics.
  • E. Tianyou
    Tianyou was the final era name of the Tang dynasty, marking its last years before the dynasty’s collapse in the early 10th century.
  • 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: Song Sun
Triple: [Kähler–Ricci flow, developedBy, Song Sun]
Generated description
Song Sun is a prominent Chinese-American mathematician known for his influential work in complex differential geometry and geometric analysis, particularly on Kähler–Einstein metrics and Ricci flow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Song Sun
Target entity description: Song Sun is a prominent Chinese-American mathematician known for his influential work in complex differential geometry and geometric analysis, particularly on Kähler–Einstein metrics and Ricci flow.
  • A. Sun He
    Sun He was a crown prince of Eastern Wu during China’s Three Kingdoms period and a son of the warlord-emperor Sun Quan.
  • B. Song Hong
    Song Hong is a pseudonym used by Truong Chinh, a prominent Vietnamese communist leader and theorist who played a key role in the country’s revolutionary movement and early government.
  • C. Anna Sun
    Anna Sun is a scholar known for her work in the sociology of religion and Chinese religions, particularly Confucianism.
  • D. Sun Fo
    Sun Fo was a prominent Chinese politician and statesman of the Republic of China era, known for his roles in the Nationalist government and as a key figure in early 20th-century Chinese politics.
  • E. Tianyou
    Tianyou was the final era name of the Tang dynasty, marking its last years before the dynasty’s collapse in the early 10th century.
  • 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_69d6aa61c15c8190a1839550c56e75e1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d733b506488190921e6a1f4168dd9e completed April 9, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69de8513fe0881909d6833c85aac03a8 completed April 14, 2026, 6:19 p.m.
NEDg Description generation batch_69de8e6f3fac8190bcd1675978d6d6d7 completed April 14, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69de8fa679cc81909cb51035e5403ce9 completed April 14, 2026, 7:04 p.m.
Created at: April 8, 2026, 9:18 p.m.