Triple
T12117372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beaufort |
E288599
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Klias River
The Klias River is a waterway in the Beaufort district of Sabah, Malaysia, known for its mangrove forests, wildlife, and popular river cruises.
|
E962955
|
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: Klias River | Statement: [Beaufort, locatedNear, Klias River]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klias River Context triple: [Beaufort, locatedNear, Klias River]
-
A.
Gombak River
The Gombak River is a Malaysian river that flows through the Klang Valley and historically contributed to the founding and development of Kuala Lumpur at its confluence with the Klang River.
-
B.
Endau River
The Endau River is a major river in southern Peninsular Malaysia that flows through the biodiverse Endau-Rompin rainforest region before reaching the South China Sea.
-
C.
Langat River
The Langat River is a major river in the state of Selangor, Malaysia, flowing through several towns and serving as an important source of water and local economic activity.
-
D.
Johor River
The Johor River is a major waterway in the southern Malaysian state of Johor, historically significant as a strategic and economic lifeline for the region.
-
E.
Klang River
The Klang River is a major waterway in Malaysia that flows through the capital city of Kuala Lumpur before emptying into the Strait of Malacca.
- 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: Klias River Triple: [Beaufort, locatedNear, Klias River]
Generated description
The Klias River is a waterway in the Beaufort district of Sabah, Malaysia, known for its mangrove forests, wildlife, and popular river cruises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Klias River Target entity description: The Klias River is a waterway in the Beaufort district of Sabah, Malaysia, known for its mangrove forests, wildlife, and popular river cruises.
-
A.
Gombak River
The Gombak River is a Malaysian river that flows through the Klang Valley and historically contributed to the founding and development of Kuala Lumpur at its confluence with the Klang River.
-
B.
Endau River
The Endau River is a major river in southern Peninsular Malaysia that flows through the biodiverse Endau-Rompin rainforest region before reaching the South China Sea.
-
C.
Langat River
The Langat River is a major river in the state of Selangor, Malaysia, flowing through several towns and serving as an important source of water and local economic activity.
-
D.
Johor River
The Johor River is a major waterway in the southern Malaysian state of Johor, historically significant as a strategic and economic lifeline for the region.
-
E.
Klang River
The Klang River is a major waterway in Malaysia that flows through the capital city of Kuala Lumpur before emptying into the Strait of Malacca.
- 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_69d6ab4a5c448190a110d1273314b21a |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915760d208190b68f5e024b3676ba |
completed | April 10, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f682397c819085a86a98e079660b |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f5fdea1afc8190b39557fdc571e300 |
completed | May 2, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5fef775508190ab3be470821c5a50 |
completed | May 2, 2026, 1:41 p.m. |
Created at: April 8, 2026, 9:49 p.m.