Triple
T12466803
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kinta Valley |
E297943
|
entity |
| Predicate | containsTouristDestination |
P5121
|
FINISHED |
| Object |
Gua Tempurung area
Gua Tempurung area is a popular limestone cave attraction in Malaysia’s Kinta Valley, known for its extensive caverns, stalactite and stalagmite formations, and guided adventure tours.
|
E984755
|
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: Gua Tempurung area | Statement: [Kinta Valley, containsTouristDestination, Gua Tempurung area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gua Tempurung area Context triple: [Kinta Valley, containsTouristDestination, Gua Tempurung area]
-
A.
Bukom area
Bukom area is a historic coastal neighborhood in Accra, Ghana, renowned as a traditional Ga community and a cradle of many of the country’s most famous boxers.
-
B.
Gua Kelam
Gua Kelam is a famous limestone cave and eco-tourism destination in Perlis, Malaysia, known for its underground river, walking trails, and unique cave formations.
-
C.
Gua Musang
Gua Musang is a rural town and district in southern Kelantan, Malaysia, known for its limestone hills, caves, and role as a gateway to the Taman Negara rainforest.
-
D.
Gua Musang District
Gua Musang District is an administrative district in the southern part of Kelantan, Malaysia, known for its rugged limestone hills, forests, and role as a gateway to nearby natural attractions.
-
E.
Daerah Rembau
Daerah Rembau is an administrative district in the state of Negeri Sembilan, Malaysia, known for its traditional Minangkabau cultural heritage.
- 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: Gua Tempurung area Triple: [Kinta Valley, containsTouristDestination, Gua Tempurung area]
Generated description
Gua Tempurung area is a popular limestone cave attraction in Malaysia’s Kinta Valley, known for its extensive caverns, stalactite and stalagmite formations, and guided adventure tours.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gua Tempurung area Target entity description: Gua Tempurung area is a popular limestone cave attraction in Malaysia’s Kinta Valley, known for its extensive caverns, stalactite and stalagmite formations, and guided adventure tours.
-
A.
Bukom area
Bukom area is a historic coastal neighborhood in Accra, Ghana, renowned as a traditional Ga community and a cradle of many of the country’s most famous boxers.
-
B.
Gua Kelam
Gua Kelam is a famous limestone cave and eco-tourism destination in Perlis, Malaysia, known for its underground river, walking trails, and unique cave formations.
-
C.
Gua Musang
Gua Musang is a rural town and district in southern Kelantan, Malaysia, known for its limestone hills, caves, and role as a gateway to the Taman Negara rainforest.
-
D.
Gua Musang District
Gua Musang District is an administrative district in the southern part of Kelantan, Malaysia, known for its rugged limestone hills, forests, and role as a gateway to nearby natural attractions.
-
E.
Daerah Rembau
Daerah Rembau is an administrative district in the state of Negeri Sembilan, Malaysia, known for its traditional Minangkabau cultural heritage.
- 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_69d6ada270808190b1a2b2e7b02bb426 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94db979c481908778188794b2c08e |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f1f44f481909c7efdffd2aeac41 |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f641a309cc8190b2403e62a6acfe58 |
completed | May 2, 2026, 6:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6427c162c8190ae2c027913d43b9e |
completed | May 2, 2026, 6:29 p.m. |
Created at: April 8, 2026, 9:56 p.m.