Triple

T22628913
Position Surface form Disambiguated ID Type / Status
Subject Lao Bao International Border Gate E558496 entity
Predicate roadConnection P385 FINISHED
Object Route 9 (Laos)
Route 9 (Laos) is a major east–west highway in southern Laos that forms part of the Asian Highway Network, linking Thailand and Vietnam via the Lao Bao border crossing.
E1546341 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: Route 9 (Laos) | Statement: [Lao Bao International Border Gate, roadConnection, Route 9 (Laos)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Route 9 (Laos)
Context triple: [Lao Bao International Border Gate, roadConnection, Route 9 (Laos)]
  • A. Route 7 (Laos)
    Route 7 (Laos) is a major highway in central Laos that links the town of Phonsavan with the country’s broader road network and serves as an important regional transport corridor.
  • B. Route 9A
    Route 9A is a major north–south highway along Manhattan’s west side that forms part of New York State Route 9A.
  • C. Route 9 (Hong Kong)
    Route 9 (Hong Kong) is a major circular expressway that links multiple new towns and districts in the New Territories, forming a key part of Hong Kong’s strategic road network.
  • D. Thai Route 1
    Thai Route 1, also known as Phahonyothin Road, is one of Thailand’s primary national highways running from Bangkok northward to the Myanmar border.
  • E. Thai Route 12
    Thai Route 12 is a major east–west highway in Thailand that spans the country from the Myanmar border near Mae Sot to the Laotian border, serving as an important transnational transport corridor.
  • 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: Route 9 (Laos)
Triple: [Lao Bao International Border Gate, roadConnection, Route 9 (Laos)]
Generated description
Route 9 (Laos) is a major east–west highway in southern Laos that forms part of the Asian Highway Network, linking Thailand and Vietnam via the Lao Bao border crossing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Route 9 (Laos)
Target entity description: Route 9 (Laos) is a major east–west highway in southern Laos that forms part of the Asian Highway Network, linking Thailand and Vietnam via the Lao Bao border crossing.
  • A. Route 7 (Laos)
    Route 7 (Laos) is a major highway in central Laos that links the town of Phonsavan with the country’s broader road network and serves as an important regional transport corridor.
  • B. Route 9A
    Route 9A is a major north–south highway along Manhattan’s west side that forms part of New York State Route 9A.
  • C. Route 9 (Hong Kong)
    Route 9 (Hong Kong) is a major circular expressway that links multiple new towns and districts in the New Territories, forming a key part of Hong Kong’s strategic road network.
  • D. Thai Route 1
    Thai Route 1, also known as Phahonyothin Road, is one of Thailand’s primary national highways running from Bangkok northward to the Myanmar border.
  • E. Thai Route 12
    Thai Route 12 is a major east–west highway in Thailand that spans the country from the Myanmar border near Mae Sot to the Laotian border, serving as an important transnational transport corridor.
  • 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_69f16e3febd081909ff21abef1e4035d 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.