Triple
T14713607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luangwa Valley |
E345617
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Muchinga Escarpment
The Muchinga Escarpment is a prominent mountainous ridge in northeastern Zambia that forms a major natural barrier and watershed between the Luangwa and Chambeshi river systems.
|
E711321
|
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: Muchinga Escarpment | Statement: [Luangwa Valley, borderedBy, Muchinga Escarpment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muchinga Escarpment Context triple: [Luangwa Valley, borderedBy, Muchinga Escarpment]
-
A.
Lichenya Plateau
Lichenya Plateau is a high, expansive upland area on Malawi’s Mount Mulanje, known for its scenic grasslands, forests, and hiking routes.
-
B.
Nafusa Mountains
The Nafusa Mountains are a rugged mountain range in northwestern Libya, known for their Berber communities, historical resistance movements, and strategic position overlooking the Tripolitanian plain.
-
C.
Malawi Rift mountains
The Malawi Rift mountains are a highland region in southeastern Africa characterized by rugged terrain and significant biodiversity, including extensive Afromontane forest ecosystems.
-
D.
Ngorongoro Highlands
The Ngorongoro Highlands are a volcanic highland region in northern Tanzania known for their dramatic craters, rich wildlife, and Maasai pastoralist communities within the broader Ngorongoro ecosystem.
-
E.
Mambwe Plateau
The Mambwe Plateau is a highland region in northeastern Zambia known as the traditional homeland of the Mambwe people.
- 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: Muchinga Escarpment Triple: [Luangwa Valley, borderedBy, Muchinga Escarpment]
Generated description
The Muchinga Escarpment is a prominent mountainous ridge in northeastern Zambia that forms a major natural barrier and watershed between the Luangwa and Chambeshi river systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muchinga Escarpment Target entity description: The Muchinga Escarpment is a prominent mountainous ridge in northeastern Zambia that forms a major natural barrier and watershed between the Luangwa and Chambeshi river systems.
-
A.
Lichenya Plateau
Lichenya Plateau is a high, expansive upland area on Malawi’s Mount Mulanje, known for its scenic grasslands, forests, and hiking routes.
-
B.
Nafusa Mountains
The Nafusa Mountains are a rugged mountain range in northwestern Libya, known for their Berber communities, historical resistance movements, and strategic position overlooking the Tripolitanian plain.
-
C.
Malawi Rift mountains
The Malawi Rift mountains are a highland region in southeastern Africa characterized by rugged terrain and significant biodiversity, including extensive Afromontane forest ecosystems.
-
D.
Ngorongoro Highlands
The Ngorongoro Highlands are a volcanic highland region in northern Tanzania known for their dramatic craters, rich wildlife, and Maasai pastoralist communities within the broader Ngorongoro ecosystem.
-
E.
Mambwe Plateau
chosen
The Mambwe Plateau is a highland region in northeastern Zambia known as the traditional homeland of the Mambwe people.
- F. None of above.
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_69d822e4a8c08190a155df736bb7bc13 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb982bf248190881e21a8a0861a3f |
completed | April 14, 2026, 10:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdf08f2aa08190a5ac3240d1de90fb |
completed | May 8, 2026, 2:17 p.m. |
| NEDg | Description generation | batch_69fdf23d4928819093630e25616abb2d |
completed | May 8, 2026, 2:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdf31fcb4081908a88cf4d4c5ddced |
completed | May 8, 2026, 2:28 p.m. |
Created at: April 10, 2026, 1:29 a.m.