Triple

T2342291
Position Surface form Disambiguated ID Type / Status
Subject Arusha, Tanzania E45051 entity
Predicate roadConnection P385 FINISHED
Object Arusha–Namanga road
The Arusha–Namanga road is a major highway linking northern Tanzania with Kenya, serving as a key route for cross-border trade and travel between the two countries.
E260325 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: Arusha–Namanga road | Statement: [Arusha, Tanzania, roadConnection, Arusha–Namanga road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arusha–Namanga road
Context triple: [Arusha, Tanzania, roadConnection, Arusha–Namanga road]
  • A. Arusha–Moshi road
    The Arusha–Moshi road is a major highway in northern Tanzania that links the cities of Arusha and Moshi, serving as a key route for regional travel and tourism to nearby national parks and Mount Kilimanjaro.
  • B. Umbwe Route
    Umbwe Route is a steep, short, and less-traveled ascent path on Mount Kilimanjaro known for its direct approach and challenging terrain.
  • C. Harare–Beitbridge highway
    The Harare–Beitbridge highway is a major arterial road in Zimbabwe that links the capital Harare with the Beitbridge border post to South Africa, serving as a key regional trade and transport corridor.
  • D. Mombasa Road
    Mombasa Road is a major highway in Nairobi, Kenya, that connects the city center to the southeast, including the route toward Mombasa and key infrastructure such as Jomo Kenyatta International Airport.
  • E. M23 motorway
    The M23 motorway is a major road in South East England linking London to Gatwick Airport and the vicinity of Brighton.
  • 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: Arusha–Namanga road
Triple: [Arusha, Tanzania, roadConnection, Arusha–Namanga road]
Generated description
The Arusha–Namanga road is a major highway linking northern Tanzania with Kenya, serving as a key route for cross-border trade and travel between the two countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arusha–Namanga road
Target entity description: The Arusha–Namanga road is a major highway linking northern Tanzania with Kenya, serving as a key route for cross-border trade and travel between the two countries.
  • A. Arusha–Moshi road
    The Arusha–Moshi road is a major highway in northern Tanzania that links the cities of Arusha and Moshi, serving as a key route for regional travel and tourism to nearby national parks and Mount Kilimanjaro.
  • B. Umbwe Route
    Umbwe Route is a steep, short, and less-traveled ascent path on Mount Kilimanjaro known for its direct approach and challenging terrain.
  • C. Harare–Beitbridge highway
    The Harare–Beitbridge highway is a major arterial road in Zimbabwe that links the capital Harare with the Beitbridge border post to South Africa, serving as a key regional trade and transport corridor.
  • D. Mombasa Road
    Mombasa Road is a major highway in Nairobi, Kenya, that connects the city center to the southeast, including the route toward Mombasa and key infrastructure such as Jomo Kenyatta International Airport.
  • E. M23 motorway
    The M23 motorway is a major road in South East England linking London to Gatwick Airport and the vicinity of Brighton.
  • 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_69a88917935081909b755dbf38e81024 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc6ad01fc81909e386986e9acc989 completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea88113988190b89abfc01f5bf6f4 completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aeaacdb19081908561e845eda30143 completed March 9, 2026, 11:11 a.m.
NED2 Entity disambiguation (via description) batch_69aeab435b7081909ec4815f64fe9ea1 completed March 9, 2026, 11:13 a.m.
Created at: March 4, 2026, 7:52 p.m.