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

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

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.
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

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d86da94ccc819083d187f5dc6a123e elicitation completed
NER batch_69e1575166d081909c5275c235c8ce0f ner completed
NED1 batch_69ffbe8e4124819084c2937f532f5ab5 ned_source_triple completed
NED2 batch_69ffbf745f788190abae3ba723c3a564 ned_description completed
NEDg batch_69ffbf1948708190975024577e58a211 nedg completed
Created at: April 10, 2026, 4:54 a.m.