Triple
T13483860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lakki Marwat District |
E318441
|
entity |
| Predicate | locatedOnRiver |
P165
|
FINISHED |
| Object | Gambila River |
E1083384
|
NE FINISHED |
How this triple was built (2 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: Gambila River | Statement: [Lakki Marwat District, locatedOnRiver, Gambila River]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gambila River Context triple: [Lakki Marwat District, locatedOnRiver, Gambila River]
-
A.
Gambila River
chosen
The Gambila River is a significant river in northwestern Pakistan that flows through Khyber Pakhtunkhwa, supporting agriculture and settlements in the Bannu region before joining the Kurram River.
-
B.
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.
-
C.
Sambu River
The Sambu River is a waterway in Panama’s remote Darién region, known for its role in local transportation and its surrounding tropical rainforest environment.
-
D.
Adaja River
The Adaja River is a significant river in central Spain that flows through the province of Ávila before joining the Douro River system.
-
E.
Agos River
The Agos River is a major waterway in the Philippines that serves as a key drainage basin for the Sierra Madre mountain range and supports surrounding ecosystems and communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf3868ec8190a6a1803018d4f2d8 |
completed | April 12, 2026, 2:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe64e47f1c8190a4ad09bc96d35b69 |
completed | May 8, 2026, 10:34 p.m. |
Created at: April 9, 2026, 9:42 p.m.