Triple
T11450044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Batu Ferringhi |
E271369
|
entity |
| Predicate | hasNearbyAttraction |
P2064
|
FINISHED |
| Object |
Teluk Bahang
Teluk Bahang is a coastal village and recreational area in Penang, Malaysia, known for its beaches, national park, and eco-tourism attractions.
|
E926572
|
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: Teluk Bahang | Statement: [Batu Ferringhi, hasNearbyAttraction, Teluk Bahang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Teluk Bahang Context triple: [Batu Ferringhi, hasNearbyAttraction, Teluk Bahang]
-
A.
Teluk Cempedak
Teluk Cempedak is a popular seaside destination in Kuantan, Malaysia, known for its sandy beach, coastal scenery, and recreational activities.
-
B.
Teluk Dalam
Teluk Dalam is a scenic beach area on Redang Island in Malaysia, known for its clear waters and tranquil, less-crowded shoreline.
-
C.
Telaga Harbour
Telaga Harbour is a marina and port on Langkawi Island in Malaysia, known as a gateway for yachts and ferries and as a hub for tourism and waterfront leisure activities.
-
D.
Teluk Hijau
Teluk Hijau is a secluded green-hued bay with clear waters and sandy beaches on the southern coast of East Java, Indonesia, known for its natural beauty and location within Meru Betiri National Park.
-
E.
Port of Teluk Bayur
The Port of Teluk Bayur is a major seaport on the west coast of Sumatra, Indonesia, serving as a key hub for regional trade and maritime transport.
- 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: Teluk Bahang Triple: [Batu Ferringhi, hasNearbyAttraction, Teluk Bahang]
Generated description
Teluk Bahang is a coastal village and recreational area in Penang, Malaysia, known for its beaches, national park, and eco-tourism attractions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Teluk Bahang Target entity description: Teluk Bahang is a coastal village and recreational area in Penang, Malaysia, known for its beaches, national park, and eco-tourism attractions.
-
A.
Teluk Cempedak
Teluk Cempedak is a popular seaside destination in Kuantan, Malaysia, known for its sandy beach, coastal scenery, and recreational activities.
-
B.
Teluk Dalam
Teluk Dalam is a scenic beach area on Redang Island in Malaysia, known for its clear waters and tranquil, less-crowded shoreline.
-
C.
Telaga Harbour
Telaga Harbour is a marina and port on Langkawi Island in Malaysia, known as a gateway for yachts and ferries and as a hub for tourism and waterfront leisure activities.
-
D.
Teluk Hijau
Teluk Hijau is a secluded green-hued bay with clear waters and sandy beaches on the southern coast of East Java, Indonesia, known for its natural beauty and location within Meru Betiri National Park.
-
E.
Port of Teluk Bayur
The Port of Teluk Bayur is a major seaport on the west coast of Sumatra, Indonesia, serving as a key hub for regional trade and maritime transport.
- 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_69d6aadff8888190a13f253f0d460874 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d81c6e496c8190b0a1919c29d4ee60 |
completed | April 9, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5d3cb63408190a96b97f716d46082 |
completed | April 20, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69e5d7e46e248190aba139dc32185e2f |
completed | April 20, 2026, 7:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5e192297c8190992578f734e63427 |
completed | April 20, 2026, 8:19 a.m. |
Created at: April 8, 2026, 9:35 p.m.