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.