Triple

T3669534
Position Surface form Disambiguated ID Type / Status
Subject Taipei–Keelung metropolitan area E77842 entity
Predicate hasHighSpeedRailStation P50052 FINISHED
Object Banqiao
Banqiao is a major urban district in New Taipei City, Taiwan, serving as a key transportation and commercial hub for the greater Taipei area.
 E376794 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: Banqiao | Statement: [Taipei–Keelung metropolitan area, hasHighSpeedRailStation, Banqiao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Banqiao
Context triple: [Taipei–Keelung metropolitan area, hasHighSpeedRailStation, Banqiao]
  • A. Qianjiang
    Qianjiang is a city in China known for its regional industry and cultural exchanges, including international town twinning partnerships.
  • B. Kangqiao
    Kangqiao is a subdistrict in Shanghai’s Pudong New Area known for its residential communities, international schools, and growing commercial development.
  • C. Lincang
    Lincang is a prefecture-level city in southwestern China known for its tea production, diverse ethnic cultures, and location near the border with Myanmar.
  • D. Danyang
    Danyang was an early capital city of the ancient Chinese State of Chu, significant in the formative period of the Chu kingdom’s political and cultural development.
  • E. Ma’anshan
    Ma’anshan is an industrial city in eastern China known for its steel production and location along the lower Yangtze River.
  • 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: Banqiao
Triple: [Taipei–Keelung metropolitan area, hasHighSpeedRailStation, Banqiao]
Generated description
Banqiao is a major urban district in New Taipei City, Taiwan, serving as a key transportation and commercial hub for the greater Taipei area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Banqiao
Target entity description: Banqiao is a major urban district in New Taipei City, Taiwan, serving as a key transportation and commercial hub for the greater Taipei area.
  • A. Qianjiang
    Qianjiang is a city in China known for its regional industry and cultural exchanges, including international town twinning partnerships.
  • B. Kangqiao
    Kangqiao is a subdistrict in Shanghai’s Pudong New Area known for its residential communities, international schools, and growing commercial development.
  • C. Lincang
    Lincang is a prefecture-level city in southwestern China known for its tea production, diverse ethnic cultures, and location near the border with Myanmar.
  • D. Danyang
    Danyang was an early capital city of the ancient Chinese State of Chu, significant in the formative period of the Chu kingdom’s political and cultural development.
  • E. Ma’anshan
    Ma’anshan is an industrial city in eastern China known for its steel production and location along the lower Yangtze River.
  • 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_69ad85e083008190b2e1b7085fe500bd completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc42b3f94819091d51e488bc3f2f2 completed March 8, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48850515c8190bdb9ddcfc0a13f4e completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48b55ad8081909166e7418cdf0f06 completed March 13, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69b48e1ff9fc8190bb2559b9e55ea2b8 completed March 13, 2026, 10:22 p.m.
Created at: March 8, 2026, 3:25 p.m.