Triple

T15833206
Position Surface form Disambiguated ID Type / Status
Subject Democratic Progressive Party E383921 entity
Predicate hasNotableLeader P981 FINISHED
Object Hsu Hsin-liang
Hsu Hsin-liang is a Taiwanese politician and democracy activist known for his leadership role in the opposition movement against Kuomintang rule and his tenure as a prominent figure in the Democratic Progressive Party.
E1194136 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: Hsu Hsin-liang | Statement: [Democratic Progressive Party, hasNotableLeader, Hsu Hsin-liang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hsu Hsin-liang
Context triple: [Democratic Progressive Party, hasNotableLeader, Hsu Hsin-liang]
  • A. Hsu Yung-chang
    Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
  • B. Hsu Li-kong
    Hsu Li-kong is a Taiwanese film producer best known for his work on internationally acclaimed art-house and martial arts cinema, including the Oscar-winning "Crouching Tiger, Hidden Dragon."
  • C. Chen Ming-tong
    Chen Ming-tong is a Taiwanese politician and academic known for his role in shaping Taiwan’s cross-strait policy and serving as a key official on mainland China affairs.
  • D. Hsu Tzong-li
    Hsu Tzong-li is a Taiwanese jurist and academic who serves as the head of Taiwan’s highest judicial organ, overseeing the nation’s constitutional and judicial affairs.
  • E. Chang Hsueh-liang
    Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
  • 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: Hsu Hsin-liang
Triple: [Democratic Progressive Party, hasNotableLeader, Hsu Hsin-liang]
Generated description
Hsu Hsin-liang is a Taiwanese politician and democracy activist known for his leadership role in the opposition movement against Kuomintang rule and his tenure as a prominent figure in the Democratic Progressive Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hsu Hsin-liang
Target entity description: Hsu Hsin-liang is a Taiwanese politician and democracy activist known for his leadership role in the opposition movement against Kuomintang rule and his tenure as a prominent figure in the Democratic Progressive Party.
  • A. Hsu Yung-chang
    Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
  • B. Hsu Li-kong
    Hsu Li-kong is a Taiwanese film producer best known for his work on internationally acclaimed art-house and martial arts cinema, including the Oscar-winning "Crouching Tiger, Hidden Dragon."
  • C. Chen Ming-tong
    Chen Ming-tong is a Taiwanese politician and academic known for his role in shaping Taiwan’s cross-strait policy and serving as a key official on mainland China affairs.
  • D. Hsu Tzong-li
    Hsu Tzong-li is a Taiwanese jurist and academic who serves as the head of Taiwan’s highest judicial organ, overseeing the nation’s constitutional and judicial affairs.
  • E. Chang Hsueh-liang
    Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e11e6670d48190a456581dd951f168 completed April 16, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb7f3c9481908bdde67998263c5e completed May 10, 2026, 2:20 a.m.
NEDg Description generation batch_69ffecb8c71481908b4913bb078b6415 completed May 10, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffed469a5c8190932fa4ebc44358c4 completed May 10, 2026, 2:28 a.m.
Created at: April 10, 2026, 4:49 a.m.