Triple

T15183516
Position Surface form Disambiguated ID Type / Status
Subject Lao Cai Province E362807 entity
Predicate hasCrossBorderCityPair P110142 FINISHED
Object Lao Cai City–Hekou Town
Lao Cai City–Hekou Town is a Vietnam–China border city pair that serves as a key gateway for trade, transport, and cultural exchange between the two countries.
E1141228 NE FINISHED

How this triple was built (5 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: Lao Cai City–Hekou Town | Statement: [Lao Cai Province, hasCrossBorderCityPair, Lao Cai City–Hekou Town]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lao Cai City–Hekou Town
Context triple: [Lao Cai Province, hasCrossBorderCityPair, Lao Cai City–Hekou Town]
  • A. Cao Bang City
    Cao Bang City is a small provincial capital in northern Vietnam known as a gateway to historic revolutionary sites and scenic mountainous landscapes near the Chinese border.
  • B. Jinghong
    Jinghong is a city in southern Yunnan, China, known as a major urban center in the Xishuangbanna region and an important stop along the Mekong (Lancang) River corridor.
  • C. Quang Ngai City
    Quang Ngai City is an urban center in central Vietnam known as the political, economic, and cultural hub of Quang Ngai Province.
  • D. Kaili
    Kaili is a county-level city in southeastern Guizhou, China, known as a cultural center of the Miao and Dong ethnic minorities and a gateway to surrounding minority villages.
  • E. Tongren
    Tongren is a prefecture-level city in eastern Guizhou Province, China, known as the gateway to the UNESCO World Heritage–listed Fanjing Mountain.
  • 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: Lao Cai City–Hekou Town
Triple: [Lao Cai Province, hasCrossBorderCityPair, Lao Cai City–Hekou Town]
Generated description
Lao Cai City–Hekou Town is a Vietnam–China border city pair that serves as a key gateway for trade, transport, and cultural exchange between the two countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lao Cai City–Hekou Town
Target entity description: Lao Cai City–Hekou Town is a Vietnam–China border city pair that serves as a key gateway for trade, transport, and cultural exchange between the two countries.
  • A. Cao Bang City
    Cao Bang City is a small provincial capital in northern Vietnam known as a gateway to historic revolutionary sites and scenic mountainous landscapes near the Chinese border.
  • B. Jinghong
    Jinghong is a city in southern Yunnan, China, known as a major urban center in the Xishuangbanna region and an important stop along the Mekong (Lancang) River corridor.
  • C. Quang Ngai City
    Quang Ngai City is an urban center in central Vietnam known as the political, economic, and cultural hub of Quang Ngai Province.
  • D. Kaili
    Kaili is a county-level city in southeastern Guizhou, China, known as a cultural center of the Miao and Dong ethnic minorities and a gateway to surrounding minority villages.
  • E. Tongren
    Tongren is a prefecture-level city in eastern Guizhou Province, China, known as the gateway to the UNESCO World Heritage–listed Fanjing Mountain.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCrossBorderCityPair
Context triple: [Lao Cai Province, hasCrossBorderCityPair, Lao Cai City–Hekou Town]
  • A. isCrossBorder
    Indicates that the relationship or action involves entities located in or spanning across different national or jurisdictional boundaries.
  • B. hasCrossBorderInteraction
    Indicates that there is an interaction, activity, or relationship occurring between entities located in different countries or jurisdictions.
  • C. hasCrossBorderTrade
    Indicates that there is trade or commercial exchange occurring between entities located in different countries or jurisdictions.
  • D. haveCrossBorderCorridor chosen
    Indicates that there exists a designated corridor or route enabling movement or interaction across a national or regional border between the related entities.
  • E. haveCrossBorderAgreements
    Indicates that there exist formal agreements or arrangements between entities that operate across national or jurisdictional borders.
  • F. None of above.

Provenance (6 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_69d85a09a39c81908759f23268e2d408 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e006663ad48190986b680001be0e9b completed April 15, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fec893f1e08190a192b7b9b80484e8 completed May 9, 2026, 5:39 a.m.
NEDg Description generation batch_69fec91a2d708190bcc67793c46b2a61 completed May 9, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_69feca0d38088190910dbf4f2538a9d4 completed May 9, 2026, 5:45 a.m.
PD Predicate disambiguation batch_69deb97bd8bc8190b2ad4888f97cf963 completed April 14, 2026, 10:02 p.m.
Created at: April 10, 2026, 3:09 a.m.