Triple
T10294446
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ambato |
E241446
|
entity |
| Predicate | locatedOnRiver |
P165
|
FINISHED |
| Object |
Ambato River
The Ambato River is a waterway in central Ecuador that flows through the city of Ambato and contributes to the region’s Andean watershed.
|
E904808
|
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: Ambato River | Statement: [Ambato, locatedOnRiver, Ambato River]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ambato River Context triple: [Ambato, locatedOnRiver, Ambato River]
-
A.
Letaba River
The Letaba River is a major watercourse in northeastern South Africa that flows through the Kruger National Park, supporting diverse wildlife and ecosystems along its banks.
-
B.
Tati River
The Tati River is a watercourse in northeastern Botswana that flows near Francistown and has historically supported local mining and settlement in the region.
-
C.
Falémé River
The Falémé River is a significant West African river that flows through Guinea, Mali, and Senegal before joining the Senegal River.
-
D.
Betsiboka River
The Betsiboka River is a prominent river in northwestern Madagascar, noted for its striking red-colored waters caused by heavy sediment from intense soil erosion.
-
E.
Muya River
The Muya River is a tributary watercourse in eastern Siberia, Russia, that feeds into the larger Vitim River system.
- 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: Ambato River Triple: [Ambato, locatedOnRiver, Ambato River]
Generated description
The Ambato River is a waterway in central Ecuador that flows through the city of Ambato and contributes to the region’s Andean watershed.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ambato River Target entity description: The Ambato River is a waterway in central Ecuador that flows through the city of Ambato and contributes to the region’s Andean watershed.
-
A.
Letaba River
The Letaba River is a major watercourse in northeastern South Africa that flows through the Kruger National Park, supporting diverse wildlife and ecosystems along its banks.
-
B.
Tati River
The Tati River is a watercourse in northeastern Botswana that flows near Francistown and has historically supported local mining and settlement in the region.
-
C.
Falémé River
The Falémé River is a significant West African river that flows through Guinea, Mali, and Senegal before joining the Senegal River.
-
D.
Betsiboka River
The Betsiboka River is a prominent river in northwestern Madagascar, noted for its striking red-colored waters caused by heavy sediment from intense soil erosion.
-
E.
Muya River
The Muya River is a tributary watercourse in eastern Siberia, Russia, that feeds into the larger Vitim River system.
- 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_69d381aaafc08190af475ef58dc16aba |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d2d5e0f88190be3e23ba2511a1e9 |
completed | April 7, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e6afdf0c8190924cb14512a89ee8 |
completed | April 18, 2026, 8:16 p.m. |
| NEDg | Description generation | batch_69e3f01f9d048190b553184f0f6ce29c |
completed | April 18, 2026, 8:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3f3fef9308190b0354ed436c32e4c |
completed | April 18, 2026, 9:13 p.m. |
Created at: April 6, 2026, 11:42 a.m.