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.