Triple

T25800551
Position Surface form Disambiguated ID Type / Status
Subject Lao Bảo E649812 entity
Predicate hasBorderTradeZone P80015 FINISHED
Object Lao Bảo Special Economic–Commercial Area
Lao Bảo Special Economic–Commercial Area is a Vietnamese special economic and commercial zone near the Lao border that promotes cross-border trade, investment, and industrial development.
 E1698912 NE FINISHED

How this triple was built (3 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 Bảo Special Economic–Commercial Area | Statement: [Lao Bảo, hasBorderTradeZone, Lao Bảo Special Economic–Commercial Area]
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 Bảo Special Economic–Commercial Area
Triple: [Lao Bảo, hasBorderTradeZone, Lao Bảo Special Economic–Commercial Area]
Generated description
Lao Bảo Special Economic–Commercial Area is a Vietnamese special economic and commercial zone near the Lao border that promotes cross-border trade, investment, and industrial development.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasBorderTradeZone
Context triple: [Lao Bảo, hasBorderTradeZone, Lao Bảo Special Economic–Commercial Area]
  • A. hasBorderPostWith
    Indicates that two regions or territories share a border where an official border post or checkpoint is located between them.
  • B. hasBorderWithinCountry
    Indicates that one region or area shares an internal boundary with another region or area within the same country.
  • C. borderTradePointWith chosen
    Indicates a location or facility where trade or commercial exchange occurs between two bordering regions or countries.
  • D. hasCrossBorderArea
    Indicates that an entity is associated with or spans a geographic area that extends across national or jurisdictional borders.
  • E. hasBorderFacilityType
    Indicates that a border facility possesses or is classified by a specific type or category of border-related infrastructure or service.
  • 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_69e7ab34f8c8819099f6c4dabdabf129 completed April 21, 2026, 4:52 p.m.
NER Named-entity recognition batch_69f6430a93a48190854ce71df680b2fa completed May 2, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a10da129da08190b3feff103edc57b7 completed May 22, 2026, 10:34 p.m.
NEDg Description generation batch_6a10dc6fb1508190a14c70bbe0302671 completed May 22, 2026, 10:45 p.m.
NED2 Entity disambiguation (via description) batch_6a10dd08394081908d41ab46ad30a279 completed May 22, 2026, 10:47 p.m.
PD Predicate disambiguation batch_69f641da05b881909f6283c988639c53 completed May 2, 2026, 6:26 p.m.
Created at: April 22, 2026, 6:37 a.m.