Triple
T15976889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RMAF Butterworth Air Base |
E387471
|
entity |
| Predicate | location |
P40
|
FINISHED |
| Object |
Butterworth, Penang, Malaysia
Butterworth, Penang, Malaysia is a major mainland town in the state of Penang, serving as an important industrial, transportation, and military hub opposite Penang Island.
|
E1186519
|
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: Butterworth, Penang, Malaysia | Statement: [RMAF Butterworth Air Base, location, Butterworth, Penang, Malaysia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Butterworth, Penang, Malaysia Context triple: [RMAF Butterworth Air Base, location, Butterworth, Penang, Malaysia]
-
A.
Bintulu, Sarawak, Malaysia
Bintulu is a coastal industrial town in northern Sarawak, Malaysia, known for its liquefied natural gas (LNG) industry and role as a regional economic hub on the island of Borneo.
-
B.
Subang, Malaysia
Subang, Malaysia is an industrial and suburban area near Kuala Lumpur known for its aviation, aerospace, and manufacturing activities, including major aircraft component facilities.
-
C.
Miri, Sarawak, Malaysia
Miri, Sarawak, Malaysia is a coastal city on the island of Borneo known for its role in the country’s early petroleum industry and as a gateway to nearby national parks and natural attractions.
-
D.
Kuala Kubu Bharu
Kuala Kubu Bharu is a historic hill town in Hulu Selangor, Malaysia, known for its colonial-era architecture, cool climate, and proximity to nature attractions such as waterfalls and reservoirs.
-
E.
George Town, Penang
George Town, Penang is the historic, multicultural capital city of the Malaysian state of Penang, renowned for its colonial architecture, vibrant street food scene, and rich blend of Chinese, Malay, Indian, and Peranakan cultures.
- 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: Butterworth, Penang, Malaysia Triple: [RMAF Butterworth Air Base, location, Butterworth, Penang, Malaysia]
Generated description
Butterworth, Penang, Malaysia is a major mainland town in the state of Penang, serving as an important industrial, transportation, and military hub opposite Penang Island.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Butterworth, Penang, Malaysia Target entity description: Butterworth, Penang, Malaysia is a major mainland town in the state of Penang, serving as an important industrial, transportation, and military hub opposite Penang Island.
-
A.
Bintulu, Sarawak, Malaysia
Bintulu is a coastal industrial town in northern Sarawak, Malaysia, known for its liquefied natural gas (LNG) industry and role as a regional economic hub on the island of Borneo.
-
B.
Subang, Malaysia
Subang, Malaysia is an industrial and suburban area near Kuala Lumpur known for its aviation, aerospace, and manufacturing activities, including major aircraft component facilities.
-
C.
Miri, Sarawak, Malaysia
Miri, Sarawak, Malaysia is a coastal city on the island of Borneo known for its role in the country’s early petroleum industry and as a gateway to nearby national parks and natural attractions.
-
D.
Kuala Kubu Bharu
Kuala Kubu Bharu is a historic hill town in Hulu Selangor, Malaysia, known for its colonial-era architecture, cool climate, and proximity to nature attractions such as waterfalls and reservoirs.
-
E.
George Town, Penang
George Town, Penang is the historic, multicultural capital city of the Malaysian state of Penang, renowned for its colonial architecture, vibrant street food scene, and rich blend of Chinese, Malay, Indian, and Peranakan cultures.
- 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_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1575166d081909c5275c235c8ce0f |
completed | April 16, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffbe8e4124819084c2937f532f5ab5 |
completed | May 9, 2026, 11:09 p.m. |
| NEDg | Description generation | batch_69ffbf1948708190975024577e58a211 |
completed | May 9, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffbf745f788190abae3ba723c3a564 |
completed | May 9, 2026, 11:12 p.m. |
Created at: April 10, 2026, 4:54 a.m.