Triple
T10504872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chikomba District |
E247759
|
entity |
| Predicate | hasRoadConnection |
P385
|
FINISHED |
| Object |
Harare–Masvingo highway corridor (via Chivhu)
The Harare–Masvingo highway corridor (via Chivhu) is a major arterial road route in Zimbabwe linking the capital Harare with the southern city of Masvingo through the town of Chivhu, serving as a key transport and trade corridor.
|
E867454
|
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: Harare–Masvingo highway corridor (via Chivhu) | Statement: [Chikomba District, hasRoadConnection, Harare–Masvingo highway corridor (via Chivhu)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harare–Masvingo highway corridor (via Chivhu) Context triple: [Chikomba District, hasRoadConnection, Harare–Masvingo highway corridor (via Chivhu)]
-
A.
Masvingo–Mutare road
The Masvingo–Mutare road is a major highway in southeastern Zimbabwe that connects the historic city of Masvingo with the eastern city of Mutare, passing near key landmarks such as Lake Mutirikwi.
-
B.
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.
-
C.
Bulawayo–Plumtree–Francistown route
The Bulawayo–Plumtree–Francistown route is a key regional transport corridor linking southwestern Zimbabwe with northeastern Botswana, facilitating cross-border trade and travel between Bulawayo, Plumtree, and Francistown.
-
D.
Zimbabwe road network
The Zimbabwe road network is the nationwide system of highways and secondary roads that connects cities, towns, and rural areas across Zimbabwe, supporting the country’s transport and economic activities.
-
E.
Mutare–Beira corridor to Mozambique
The Mutare–Beira corridor to Mozambique is a key regional transport route linking eastern Zimbabwe to the Mozambican port city of Beira, facilitating trade and transit between inland Southern Africa and the Indian Ocean.
- 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: Harare–Masvingo highway corridor (via Chivhu) Triple: [Chikomba District, hasRoadConnection, Harare–Masvingo highway corridor (via Chivhu)]
Generated description
The Harare–Masvingo highway corridor (via Chivhu) is a major arterial road route in Zimbabwe linking the capital Harare with the southern city of Masvingo through the town of Chivhu, serving as a key transport and trade corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harare–Masvingo highway corridor (via Chivhu) Target entity description: The Harare–Masvingo highway corridor (via Chivhu) is a major arterial road route in Zimbabwe linking the capital Harare with the southern city of Masvingo through the town of Chivhu, serving as a key transport and trade corridor.
-
A.
Masvingo–Mutare road
The Masvingo–Mutare road is a major highway in southeastern Zimbabwe that connects the historic city of Masvingo with the eastern city of Mutare, passing near key landmarks such as Lake Mutirikwi.
-
B.
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.
-
C.
Bulawayo–Plumtree–Francistown route
The Bulawayo–Plumtree–Francistown route is a key regional transport corridor linking southwestern Zimbabwe with northeastern Botswana, facilitating cross-border trade and travel between Bulawayo, Plumtree, and Francistown.
-
D.
Zimbabwe road network
The Zimbabwe road network is the nationwide system of highways and secondary roads that connects cities, towns, and rural areas across Zimbabwe, supporting the country’s transport and economic activities.
-
E.
Mutare–Beira corridor to Mozambique
The Mutare–Beira corridor to Mozambique is a key regional transport route linking eastern Zimbabwe to the Mozambican port city of Beira, facilitating trade and transit between inland Southern Africa and the Indian Ocean.
- 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_69d381c4aa948190942e1d803143fb0e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5099f4dec8190a9851739c8bc9a69 |
completed | April 7, 2026, 1:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8dcd89ba481908653730b43e3d4ab |
completed | April 10, 2026, 11:19 a.m. |
| NEDg | Description generation | batch_69d8e8c9d5cc8190a425ed834855bbcd |
completed | April 10, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d901fecee88190999e88ca2e56a516 |
completed | April 10, 2026, 1:58 p.m. |
Created at: April 6, 2026, 12:26 p.m.