Triple
T10170822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penang Hokkien |
E235326
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object |
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.
|
E846022
|
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: George Town, Penang | Statement: [Penang Hokkien, usedIn, George Town, Penang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Town, Penang Context triple: [Penang Hokkien, usedIn, George Town, Penang]
-
A.
George Town
George Town is the main settlement and administrative center of Great Exuma Island in The Bahamas, known for its role as a hub for boating and tourism in the Exuma Cays.
-
B.
George Town
George Town is the main financial and commercial hub of the Cayman Islands, known for its offshore banking industry and Caribbean port.
-
C.
Penang
Penang is a Malaysian state and island renowned for its multicultural heritage, historic George Town, and vibrant street food scene.
-
D.
Johor Bahru
Johor Bahru is a large, rapidly developing city in southern Peninsular Malaysia, located just across the causeway from Singapore and serving as the capital of Johor state.
-
E.
Port of Penang
The Port of Penang is a major Malaysian seaport and logistics hub on the Strait of Malacca, serving as a key gateway for trade in the northern region of the country and the wider Asia-Pacific.
- 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: George Town, Penang Triple: [Penang Hokkien, usedIn, George Town, Penang]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Town, Penang Target entity description: 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.
-
A.
George Town
George Town is the main settlement and administrative center of Great Exuma Island in The Bahamas, known for its role as a hub for boating and tourism in the Exuma Cays.
-
B.
George Town
George Town is the main financial and commercial hub of the Cayman Islands, known for its offshore banking industry and Caribbean port.
-
C.
Penang
Penang is a Malaysian state and island renowned for its multicultural heritage, historic George Town, and vibrant street food scene.
-
D.
Johor Bahru
Johor Bahru is a large, rapidly developing city in southern Peninsular Malaysia, located just across the causeway from Singapore and serving as the capital of Johor state.
-
E.
Port of Penang
The Port of Penang is a major Malaysian seaport and logistics hub on the Strait of Malacca, serving as a key gateway for trade in the northern region of the country and the wider Asia-Pacific.
- 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_69ca84ceafd0819085828600e11bed6b |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdec9d36608190be78665cc3410cf2 |
completed | April 2, 2026, 4:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d300f7aafc8190be874efc755bd188 |
completed | April 6, 2026, 12:40 a.m. |
| NEDg | Description generation | batch_69d30255c7408190a56764f3d3f36ee2 |
completed | April 6, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d30343f4b081909eb80c772f6847bd |
completed | April 6, 2026, 12:50 a.m. |
Created at: March 30, 2026, 9:10 p.m.