Triple

T22628606
Position Surface form Disambiguated ID Type / Status
Subject Savannakhet Province E558488 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object Route 9
Route 9 is a major east–west highway in Laos that forms part of Asian Highway 16, linking Savannakhet Province to Vietnam and serving as an important regional trade corridor.
E1548631 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 | Statement: [Savannakhet Province, hasTransportInfrastructure, Route 9]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Route 9
Context triple: [Savannakhet Province, hasTransportInfrastructure, Route 9]
  • A. Route 9
    Route 9 is a strategically important road in Quảng Trị Province, Vietnam, that served as a key supply and military route near the Demilitarized Zone during the Vietnam War.
  • B. Route 9
    Route 9 is a major east–west arterial roadway in Massachusetts that connects Boston with its western suburbs and serves as a key commuter and commercial corridor.
  • C. Route 9
    Route 9 is a major state highway in Connecticut that serves as a key north–south arterial route linking central Connecticut communities and connecting to other primary regional highways.
  • D. Route 99
    Route 99 is a state highway in Massachusetts that runs north of Boston, serving as a key urban connector through cities such as Everett and Malden.
  • E. Route 9W
    Route 9W is a major north–south highway along the west side of the Hudson River in New York and New Jersey, connecting numerous towns, parks, and recreational areas.
  • 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
Triple: [Savannakhet Province, hasTransportInfrastructure, Route 9]
Generated description
Route 9 is a major east–west highway in Laos that forms part of Asian Highway 16, linking Savannakhet Province to Vietnam and serving as an important regional trade corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Route 9
Target entity description: Route 9 is a major east–west highway in Laos that forms part of Asian Highway 16, linking Savannakhet Province to Vietnam and serving as an important regional trade corridor.
  • A. Route 9
    Route 9 is a major east–west arterial roadway in Massachusetts that connects Boston with its western suburbs and serves as a key commuter and commercial corridor.
  • B. Route 9
    Route 9 is a strategically important road in Quảng Trị Province, Vietnam, that served as a key supply and military route near the Demilitarized Zone during the Vietnam War.
  • C. Route 9
    Route 9 is a major state highway in Connecticut that serves as a key north–south arterial route linking central Connecticut communities and connecting to other primary regional highways.
  • D. Route 99
    Route 99 is a state highway in Massachusetts that runs north of Boston, serving as a key urban connector through cities such as Everett and Malden.
  • E. Route 9W
    Route 9W is a major north–south highway along the west side of the Hudson River in New York and New Jersey, connecting numerous towns, parks, and recreational areas.
  • 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_6a0b73dc84108190842a375b13251e99 completed May 18, 2026, 8:17 p.m.
NEDg Description generation batch_6a0b74d5149c819080cdef5495ab5ea1 completed May 18, 2026, 8:21 p.m.
NED2 Entity disambiguation (via description) batch_6a0b761510b48190a09722be3fca7e93 completed May 18, 2026, 8:27 p.m.
Created at: April 17, 2026, 3:02 p.m.