Triple

T22628361
Position Surface form Disambiguated ID Type / Status
Subject Laos border E558482 entity
Predicate governedBy P46 FINISHED
Object Laos border control authorities
Laos border control authorities are the national agencies responsible for managing and enforcing immigration, customs, and security regulations at the country’s borders.
 E1546322 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: Laos border control authorities | Statement: [Laos border, governedBy, Laos border control authorities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laos border control authorities
Context triple: [Laos border, governedBy, Laos border control authorities]
  • A. Laos border
    The Laos border is the international boundary separating Laos from its neighboring countries in Southeast Asia, including Vietnam.
  • B. Lao Cai International Border Gate
    Lao Cai International Border Gate is a major land crossing between Vietnam and China that serves as an important hub for trade, tourism, and transportation in the northern border region.
  • C. Myanmar–Laos border
    The Myanmar–Laos border is an international boundary running through remote, mountainous terrain in Southeast Asia, separating Myanmar from Laos along parts of the Mekong River.
  • D. Laos–Vietnam border
    The Laos–Vietnam border is an international boundary in Southeast Asia separating the landlocked nation of Laos from Vietnam, running through mountainous terrain and dense forests.
  • E. Peruvian border authorities
    Peruvian border authorities are the national agencies responsible for controlling, securing, and regulating the movement of people and goods across Peru’s international frontiers.
  • 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: Laos border control authorities
Triple: [Laos border, governedBy, Laos border control authorities]
Generated description
Laos border control authorities are the national agencies responsible for managing and enforcing immigration, customs, and security regulations at the country’s borders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laos border control authorities
Target entity description: Laos border control authorities are the national agencies responsible for managing and enforcing immigration, customs, and security regulations at the country’s borders.
  • A. Laos border
    The Laos border is the international boundary separating Laos from its neighboring countries in Southeast Asia, including Vietnam.
  • B. Lao Cai International Border Gate
    Lao Cai International Border Gate is a major land crossing between Vietnam and China that serves as an important hub for trade, tourism, and transportation in the northern border region.
  • C. Myanmar–Laos border
    The Myanmar–Laos border is an international boundary running through remote, mountainous terrain in Southeast Asia, separating Myanmar from Laos along parts of the Mekong River.
  • D. Laos–Vietnam border
    The Laos–Vietnam border is an international boundary in Southeast Asia separating the landlocked nation of Laos from Vietnam, running through mountainous terrain and dense forests.
  • E. Peruvian border authorities
    Peruvian border authorities are the national agencies responsible for controlling, securing, and regulating the movement of people and goods across Peru’s international frontiers.
  • 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_69e245467d9881908d6985bd0db7a1f1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f16e3ed1d48190a093013d829901b9 completed April 29, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e093d288190bd46a771227981b8 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b4f13b2fc8190807c8dda3733cf53 completed May 18, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4fffea548190b0c3d9cce1c89aa9 completed May 18, 2026, 5:44 p.m.
Created at: April 17, 2026, 3:02 p.m.