Triple

T19371236
Position Surface form Disambiguated ID Type / Status
Subject Latvian national road P122 E484540 entity
Predicate partOf P40 FINISHED
Object Latvian regional road network
The Latvian regional road network is a system of mid-level public roads in Latvia that connects towns, rural areas, and national highways, supporting regional mobility and economic activity.
 E1374341 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: Latvian regional road network | Statement: [Latvian national road P122, partOf, Latvian regional road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Latvian regional road network
Context triple: [Latvian national road P122, partOf, Latvian regional road network]
  • A. Latvian national road network
    The Latvian national road network is the system of major public highways in Latvia that connects cities, regions, and international routes, forming the backbone of the country’s road transportation infrastructure.
  • B. Latvian State Roads
    Latvian State Roads is the national government agency responsible for managing, maintaining, and developing the state road network in Latvia.
  • C. Latvian national road P122
    Latvian national road P122 is a regional highway in Latvia that connects the port city of Ventspils with nearby inland settlements and the broader national road network.
  • D. Riga–Moscow highway
    The Riga–Moscow highway is a major international road route connecting Latvia’s capital Riga with Russia’s capital Moscow, serving as an important corridor for regional transport and trade.
  • E. Polish national roads network
    The Polish national roads network is a system of major public highways across Poland that connects cities and regions, supporting national and international road transport.
  • 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: Latvian regional road network
Triple: [Latvian national road P122, partOf, Latvian regional road network]
Generated description
The Latvian regional road network is a system of mid-level public roads in Latvia that connects towns, rural areas, and national highways, supporting regional mobility and economic activity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Latvian regional road network
Target entity description: The Latvian regional road network is a system of mid-level public roads in Latvia that connects towns, rural areas, and national highways, supporting regional mobility and economic activity.
  • A. Latvian national road network
    The Latvian national road network is the system of major public highways in Latvia that connects cities, regions, and international routes, forming the backbone of the country’s road transportation infrastructure.
  • B. Latvian State Roads
    Latvian State Roads is the national government agency responsible for managing, maintaining, and developing the state road network in Latvia.
  • C. Latvian national road P122
    Latvian national road P122 is a regional highway in Latvia that connects the port city of Ventspils with nearby inland settlements and the broader national road network.
  • D. Riga–Moscow highway
    The Riga–Moscow highway is a major international road route connecting Latvia’s capital Riga with Russia’s capital Moscow, serving as an important corridor for regional transport and trade.
  • E. Polish national roads network
    The Polish national roads network is a system of major public highways across Poland that connects cities and regions, supporting national and international road transport.
  • 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_69d8e8d305088190ad13571532aa454c completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e619b09ef08190a8b420316c0b8eb3 completed April 20, 2026, 12:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a072b7a688481908155907db993b589 completed May 15, 2026, 2:19 p.m.
NEDg Description generation batch_6a072e9f4f688190a83dc4943a690f76 completed May 15, 2026, 2:33 p.m.
NED2 Entity disambiguation (via description) batch_6a072f8b7248819093533bbc0802721f completed May 15, 2026, 2:36 p.m.
Created at: April 10, 2026, 1:35 p.m.