Triple
T12343175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universiti Tunku Abdul Rahman (Kampar campus nearby region) |
E294281
|
entity |
| Predicate | nearbyAttraction |
P3449
|
FINISHED |
| Object |
Gua Tempurung (limestone cave)
Gua Tempurung is one of Peninsular Malaysia’s largest and most popular limestone cave systems, renowned for its extensive chambers, underground river, and guided adventure tours.
|
E977959
|
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 (limestone cave) | Statement: [Universiti Tunku Abdul Rahman (Kampar campus nearby region), nearbyAttraction, Gua Tempurung (limestone cave)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gua Tempurung (limestone cave) Context triple: [Universiti Tunku Abdul Rahman (Kampar campus nearby region), nearbyAttraction, Gua Tempurung (limestone cave)]
-
A.
Batu Cermin Cave
Batu Cermin Cave is a popular limestone cave near Labuan Bajo in Flores, Indonesia, known for its mirror-like light reflections created when sunlight enters through openings in the rock.
-
B.
Belum Caves
Belum Caves is one of the largest and longest cave systems in India, known for its extensive underground passages, unique limestone formations, and historical Buddhist relics.
-
C.
Nippara Limestone Caves
Nippara Limestone Caves are an extensive natural limestone cavern system in Okutama, Tokyo, known for their impressive stalactites, cool year-round temperatures, and popularity as a sightseeing and hiking destination.
-
D.
Gomantong Caves
Gomantong Caves is a famous limestone cave system in Sabah, Malaysia, renowned for its swiftlet nests used in bird’s nest soup and its large bat populations.
-
E.
Tetengkol Balwakol Cave
Tetengkol Balwakol Cave is a notable limestone cave system in the Garo Hills of Meghalaya, India, known for its extensive passages and speleological interest.
- 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 (limestone cave) Triple: [Universiti Tunku Abdul Rahman (Kampar campus nearby region), nearbyAttraction, Gua Tempurung (limestone cave)]
Generated description
Gua Tempurung is one of Peninsular Malaysia’s largest and most popular limestone cave systems, renowned for its extensive chambers, underground river, and guided adventure tours.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gua Tempurung (limestone cave) Target entity description: Gua Tempurung is one of Peninsular Malaysia’s largest and most popular limestone cave systems, renowned for its extensive chambers, underground river, and guided adventure tours.
-
A.
Batu Cermin Cave
Batu Cermin Cave is a popular limestone cave near Labuan Bajo in Flores, Indonesia, known for its mirror-like light reflections created when sunlight enters through openings in the rock.
-
B.
Belum Caves
Belum Caves is one of the largest and longest cave systems in India, known for its extensive underground passages, unique limestone formations, and historical Buddhist relics.
-
C.
Nippara Limestone Caves
Nippara Limestone Caves are an extensive natural limestone cavern system in Okutama, Tokyo, known for their impressive stalactites, cool year-round temperatures, and popularity as a sightseeing and hiking destination.
-
D.
Gomantong Caves
Gomantong Caves is a famous limestone cave system in Sabah, Malaysia, renowned for its swiftlet nests used in bird’s nest soup and its large bat populations.
-
E.
Tetengkol Balwakol Cave
Tetengkol Balwakol Cave is a notable limestone cave system in the Garo Hills of Meghalaya, India, known for its extensive passages and speleological interest.
- 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_69d6ab6ccbec8190b09e2d357aa80064 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f78a970819086beec3e4da8c49e |
completed | April 10, 2026, 6:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62aaa1d548190be065412aab70385 |
completed | May 2, 2026, 4:47 p.m. |
| NEDg | Description generation | batch_69f62c55aacc8190a0544306825bdfab |
completed | May 2, 2026, 4:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62d4d0b8881908aa6b67db7d14609 |
completed | May 2, 2026, 4:58 p.m. |
Created at: April 8, 2026, 9:53 p.m.