Triple

T23060666
Position Surface form Disambiguated ID Type / Status
Subject Taiwan People’s Party E574291 entity
Predicate shortName P43 FINISHED
Object TPP
TPP is a centrist political party in Taiwan founded by Taipei mayor Ko Wen-je, known for advocating technocratic governance and reform-oriented policies.
 E1567635 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: TPP | Statement: [Taiwan People’s Party, shortName, TPP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TPP
Context triple: [Taiwan People’s Party, shortName, TPP]
  • A. TPP
    TPP is the port code for the Port of Tanjung Pelepas, a major container transshipment hub in Johor, Malaysia.
  • B. TPP
    TPP is the IATA airport code for Cadete FAP Guillermo del Castillo Paredes Airport serving the city of Tarapoto in Peru.
  • C. TPP-11
    TPP-11 is a major Asia-Pacific trade agreement among 11 countries that aims to reduce tariffs, set common economic rules, and deepen regional economic integration following the original Trans-Pacific Partnership.
  • D. Comprehensive and Progressive Agreement for Trans-Pacific Partnership
    The Comprehensive and Progressive Agreement for Trans-Pacific Partnership is a major multilateral trade pact among Pacific Rim countries that lowers trade barriers, sets high-standard rules on issues like labor and the environment, and aims to deepen economic integration across the Indo-Pacific.
  • E. FTAA
    FTAA is a proposed agreement to create a large free trade zone encompassing all countries in the Americas except Cuba.
  • 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: TPP
Triple: [Taiwan People’s Party, shortName, TPP]
Generated description
TPP is a centrist political party in Taiwan founded by Taipei mayor Ko Wen-je, known for advocating technocratic governance and reform-oriented policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TPP
Target entity description: TPP is a centrist political party in Taiwan founded by Taipei mayor Ko Wen-je, known for advocating technocratic governance and reform-oriented policies.
  • A. TPP
    TPP is the port code for the Port of Tanjung Pelepas, a major container transshipment hub in Johor, Malaysia.
  • B. TPP
    TPP is the IATA airport code for Cadete FAP Guillermo del Castillo Paredes Airport serving the city of Tarapoto in Peru.
  • C. TPP-11
    TPP-11 is a major Asia-Pacific trade agreement among 11 countries that aims to reduce tariffs, set common economic rules, and deepen regional economic integration following the original Trans-Pacific Partnership.
  • D. Comprehensive and Progressive Agreement for Trans-Pacific Partnership
    The Comprehensive and Progressive Agreement for Trans-Pacific Partnership is a major multilateral trade pact among Pacific Rim countries that lowers trade barriers, sets high-standard rules on issues like labor and the environment, and aims to deepen economic integration across the Indo-Pacific.
  • E. FTAA
    FTAA is a proposed agreement to create a large free trade zone encompassing all countries in the Americas except Cuba.
  • 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_69e245ba7ae48190be606dbc54120e39 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1899f359081909e89e19db3833a3d completed April 29, 2026, 4:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c0ae626788190b55ab452779b32c8 completed May 19, 2026, 7:01 a.m.
NEDg Description generation batch_6a0c0bfdc59481908f7d25160e7cf46d completed May 19, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_6a0c0c7c5bb081909bcd6d2d2571f0cb completed May 19, 2026, 7:08 a.m.
Created at: April 17, 2026, 3:55 p.m.