Triple

T3432225
Position Surface form Disambiguated ID Type / Status
Subject Niamey E72364 entity
Predicate roadNetworkConnection P11435 FINISHED
Object Niger national road network
The Niger national road network is the system of major highways and routes that connect the capital Niamey with other regions and neighboring countries, facilitating transport and trade across Niger.
E357043 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: Niger national road network | Statement: [Niamey, roadNetworkConnection, Niger national road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niger national road network
Context triple: [Niamey, roadNetworkConnection, Niger national road network]
  • A. Egyptian road network
    The Egyptian road network is the nationwide system of highways and roads that connects major cities, towns, and regions across Egypt, supporting transportation, trade, and economic activity.
  • B. E-road network
    The E-road network is an international system of numbered roads that links major cities and regions across Europe, overlaying national highways to create a coordinated transcontinental route network.
  • C. A2 highway (Nigeria)
    The A2 highway in Nigeria is a major north–south route that links key cities including Ilorin, facilitating regional trade and transportation across the country.
  • D. A1 highway (Nigeria)
    The A1 highway in Nigeria is a major north–south route that links key cities and regions, including connecting Ilorin to other parts of the country.
  • E. National Route N2
    National Route N2 is a major South African highway running along the southern coast, connecting key cities and towns including those of the scenic Garden Route.
  • 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: Niger national road network
Triple: [Niamey, roadNetworkConnection, Niger national road network]
Generated description
The Niger national road network is the system of major highways and routes that connect the capital Niamey with other regions and neighboring countries, facilitating transport and trade across Niger.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niger national road network
Target entity description: The Niger national road network is the system of major highways and routes that connect the capital Niamey with other regions and neighboring countries, facilitating transport and trade across Niger.
  • A. Egyptian road network
    The Egyptian road network is the nationwide system of highways and roads that connects major cities, towns, and regions across Egypt, supporting transportation, trade, and economic activity.
  • B. E-road network
    The E-road network is an international system of numbered roads that links major cities and regions across Europe, overlaying national highways to create a coordinated transcontinental route network.
  • C. A2 highway (Nigeria)
    The A2 highway in Nigeria is a major north–south route that links key cities including Ilorin, facilitating regional trade and transportation across the country.
  • D. A1 highway (Nigeria)
    The A1 highway in Nigeria is a major north–south route that links key cities and regions, including connecting Ilorin to other parts of the country.
  • E. National Route N2
    National Route N2 is a major South African highway running along the southern coast, connecting key cities and towns including those of the scenic Garden Route.
  • 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_69ad85ae14308190bcbc25cfa0246c0b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9c077d48190bee40795cab3e422 completed March 8, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3547b1b3481909646bf36e8461ff4 completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b35547a9a881909d754625806cff2a completed March 13, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69b355efa89c8190bf9b2eb3c41257b3 completed March 13, 2026, 12:10 a.m.
Created at: March 8, 2026, 3:15 p.m.