Triple
T17097992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chivi District |
E414898
|
entity |
| Predicate | hasTransportLink |
P1298
|
FINISHED |
| Object |
Masvingo–Beitbridge road corridor (nearby)
The Masvingo–Beitbridge road corridor is a major highway route in southern Zimbabwe that connects the city of Masvingo to the border town of Beitbridge, serving as a key regional and international transport artery.
|
E1250033
|
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: Masvingo–Beitbridge road corridor (nearby) | Statement: [Chivi District, hasTransportLink, Masvingo–Beitbridge road corridor (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Masvingo–Beitbridge road corridor (nearby) Context triple: [Chivi District, hasTransportLink, Masvingo–Beitbridge road corridor (nearby)]
-
A.
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.
-
B.
Mutare–Beira road corridor
The Mutare–Beira road corridor is a key regional transport route connecting eastern Zimbabwe to the Mozambican port city of Beira, facilitating trade and transit between the interior of Southern Africa and the Indian Ocean.
-
C.
Harare–Masvingo road
The Harare–Masvingo road is a major highway in Zimbabwe that connects the capital city Harare with the southern city of Masvingo, serving as a key route for regional travel and trade.
-
D.
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.
-
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: Masvingo–Beitbridge road corridor (nearby) Triple: [Chivi District, hasTransportLink, Masvingo–Beitbridge road corridor (nearby)]
Generated description
The Masvingo–Beitbridge road corridor is a major highway route in southern Zimbabwe that connects the city of Masvingo to the border town of Beitbridge, serving as a key regional and international transport artery.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Masvingo–Beitbridge road corridor (nearby) Target entity description: The Masvingo–Beitbridge road corridor is a major highway route in southern Zimbabwe that connects the city of Masvingo to the border town of Beitbridge, serving as a key regional and international transport artery.
-
A.
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.
-
B.
Mutare–Beira road corridor
The Mutare–Beira road corridor is a key regional transport route connecting eastern Zimbabwe to the Mozambican port city of Beira, facilitating trade and transit between the interior of Southern Africa and the Indian Ocean.
-
C.
Harare–Masvingo road
The Harare–Masvingo road is a major highway in Zimbabwe that connects the capital city Harare with the southern city of Masvingo, serving as a key route for regional travel and trade.
-
D.
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.
-
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_69d886cfc8e88190b05ba466edd35591 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbffafb08190baf9e0b4fdf1b404 |
completed | April 18, 2026, 7:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012eefd5f08190b9eb8a81e45a9921 |
completed | May 11, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a012fe2a1b081909483baef845cc2c1 |
completed | May 11, 2026, 1:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0130c5f7388190b10a62ed1b61cce0 |
completed | May 11, 2026, 1:28 a.m. |
Created at: April 10, 2026, 5:35 a.m.