Triple
T8670890
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langkawi Archipelago |
E205791
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Langkawi Wildlife Park
Langkawi Wildlife Park is a popular family-friendly zoo and aviary in Malaysia’s Langkawi archipelago, known for its walk-in aviaries, interactive animal feedings, and close-up encounters with a variety of exotic birds and wildlife.
|
E750123
|
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: Langkawi Wildlife Park | Statement: [Langkawi Archipelago, hasAttraction, Langkawi Wildlife Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langkawi Wildlife Park Context triple: [Langkawi Archipelago, hasAttraction, Langkawi Wildlife Park]
-
A.
Semenggoh Wildlife Centre
Semenggoh Wildlife Centre is a renowned nature reserve and rehabilitation center in Sarawak, Malaysia, best known for its semi-wild orangutans and conservation-focused visitor experiences.
-
B.
Monarto Safari Park
Monarto Safari Park is a large open-range zoo in South Australia known for its expansive habitats and conservation-focused breeding programs for African and Australian wildlife.
-
C.
Labuk Bay Proboscis Monkey Sanctuary
Labuk Bay Proboscis Monkey Sanctuary is a wildlife reserve in Sabah, Malaysian Borneo, dedicated to the conservation and close-up viewing of the endemic proboscis monkey in its natural mangrove habitat.
-
D.
Jos Wildlife Park
Jos Wildlife Park is a popular wildlife and nature reserve near the city of Jos in Nigeria, known for its diverse animal species and scenic, hilly landscape.
-
E.
Kankaria Zoo
Kankaria Zoo is a zoological park in Ahmedabad, India, known for its diverse collection of animals and its location beside the historic Kankaria Lake.
- 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: Langkawi Wildlife Park Triple: [Langkawi Archipelago, hasAttraction, Langkawi Wildlife Park]
Generated description
Langkawi Wildlife Park is a popular family-friendly zoo and aviary in Malaysia’s Langkawi archipelago, known for its walk-in aviaries, interactive animal feedings, and close-up encounters with a variety of exotic birds and wildlife.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langkawi Wildlife Park Target entity description: Langkawi Wildlife Park is a popular family-friendly zoo and aviary in Malaysia’s Langkawi archipelago, known for its walk-in aviaries, interactive animal feedings, and close-up encounters with a variety of exotic birds and wildlife.
-
A.
Semenggoh Wildlife Centre
Semenggoh Wildlife Centre is a renowned nature reserve and rehabilitation center in Sarawak, Malaysia, best known for its semi-wild orangutans and conservation-focused visitor experiences.
-
B.
Monarto Safari Park
Monarto Safari Park is a large open-range zoo in South Australia known for its expansive habitats and conservation-focused breeding programs for African and Australian wildlife.
-
C.
Labuk Bay Proboscis Monkey Sanctuary
Labuk Bay Proboscis Monkey Sanctuary is a wildlife reserve in Sabah, Malaysian Borneo, dedicated to the conservation and close-up viewing of the endemic proboscis monkey in its natural mangrove habitat.
-
D.
Jos Wildlife Park
Jos Wildlife Park is a popular wildlife and nature reserve near the city of Jos in Nigeria, known for its diverse animal species and scenic, hilly landscape.
-
E.
Kankaria Zoo
Kankaria Zoo is a zoological park in Ahmedabad, India, known for its diverse collection of animals and its location beside the historic Kankaria Lake.
- 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_69ca83529a9c8190b5c075b4f14636ed |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc4918e3a88190b3c49043211840fd |
completed | March 31, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cecd2b996481908da33fbd95494376 |
completed | April 2, 2026, 8:10 p.m. |
| NEDg | Description generation | batch_69cece8fcbcc8190832a66287bc8f833 |
completed | April 2, 2026, 8:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cecff48600819086a15700cb947056 |
completed | April 2, 2026, 8:22 p.m. |
Created at: March 30, 2026, 6:31 p.m.