Triple
T22951397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gwembe Tonga |
E570027
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object |
Gwembe Valley
Gwembe Valley is a region along the middle Zambezi River in southern Zambia, known for its Tonga communities, hot lowland climate, and history of displacement during the construction of the Kariba Dam.
|
E1563486
|
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: Gwembe Valley | Statement: [Gwembe Tonga, spokenIn, Gwembe Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gwembe Valley Context triple: [Gwembe Tonga, spokenIn, Gwembe Valley]
-
A.
Tembi Valley
Tembi Valley is a scenic gorge in central Greece, known for its steep cliffs, lush vegetation, and historical significance as a key passage between Mount Olympus and Mount Ossa.
-
B.
Mabaka Valley
Mabaka Valley is a geographic area in the Kalinga region of the Philippines, known as the homeland of the Mabaka Valley language community.
-
C.
Uzundere Valley
Uzundere Valley is a scenic natural valley in the Cappadocia region of Turkey, known for its rock formations, hiking routes, and proximity to the town of Ortahisar.
-
D.
Mzymta River Valley
Mzymta River Valley is a scenic mountain valley in Russia’s Western Caucasus, known for its river, ski resorts, and role as a key venue area during the 2014 Sochi Winter Olympics.
-
E.
Bulolo Valley
Bulolo Valley is a region in Papua New Guinea’s Morobe Province known for its mountainous terrain, gold-mining history, and strategic role in World War II campaigns.
- 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: Gwembe Valley Triple: [Gwembe Tonga, spokenIn, Gwembe Valley]
Generated description
Gwembe Valley is a region along the middle Zambezi River in southern Zambia, known for its Tonga communities, hot lowland climate, and history of displacement during the construction of the Kariba Dam.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gwembe Valley Target entity description: Gwembe Valley is a region along the middle Zambezi River in southern Zambia, known for its Tonga communities, hot lowland climate, and history of displacement during the construction of the Kariba Dam.
-
A.
Tembi Valley
Tembi Valley is a scenic gorge in central Greece, known for its steep cliffs, lush vegetation, and historical significance as a key passage between Mount Olympus and Mount Ossa.
-
B.
Mabaka Valley
Mabaka Valley is a geographic area in the Kalinga region of the Philippines, known as the homeland of the Mabaka Valley language community.
-
C.
Uzundere Valley
Uzundere Valley is a scenic natural valley in the Cappadocia region of Turkey, known for its rock formations, hiking routes, and proximity to the town of Ortahisar.
-
D.
Mzymta River Valley
Mzymta River Valley is a scenic mountain valley in Russia’s Western Caucasus, known for its river, ski resorts, and role as a key venue area during the 2014 Sochi Winter Olympics.
-
E.
Bulolo Valley
Bulolo Valley is a region in Papua New Guinea’s Morobe Province known for its mountainous terrain, gold-mining history, and strategic role in World War II campaigns.
- 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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181a285448190a718734fe933d51a |
completed | April 29, 2026, 3:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bca17e51881909f147ae8677e2a90 |
completed | May 19, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_6a0bcaebed688190b2ea74c588922d98 |
completed | May 19, 2026, 2:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bcbec354081909dbeeb389e86d38c |
completed | May 19, 2026, 2:33 a.m. |
Created at: April 17, 2026, 3:46 p.m.