Triple
T10103463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pasir Gudang |
E216258
|
entity |
| Predicate | hasIndustrialArea |
P40
|
FINISHED |
| Object |
Tanjung Langsat Industrial Complex
Tanjung Langsat Industrial Complex is a major industrial and logistics hub in Johor, Malaysia, known for its petrochemical, maritime, and heavy industries.
|
E840629
|
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: Tanjung Langsat Industrial Complex | Statement: [Pasir Gudang, hasIndustrialArea, Tanjung Langsat Industrial Complex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tanjung Langsat Industrial Complex Context triple: [Pasir Gudang, hasIndustrialArea, Tanjung Langsat Industrial Complex]
-
A.
Pengerang Integrated Complex
Pengerang Integrated Complex is a large-scale downstream oil and gas hub in Johor, Malaysia, integrating refining, petrochemical, and associated facilities.
-
B.
Jurong Port
Jurong Port is a major multi-purpose port in Singapore that handles bulk, break-bulk, and container cargo, supporting the country’s industrial and maritime activities.
-
C.
Jurong
Jurong is a county-level city in Jiangsu Province, eastern China, known for its historical sites and proximity to the Yangtze River.
-
D.
Sri Bintan Pura Port
Sri Bintan Pura Port is a major passenger and ferry terminal in Tanjung Pinang, Bintan Island, serving as a key maritime gateway between Indonesia and neighboring countries such as Singapore and Malaysia.
-
E.
Tanjung Lesung
Tanjung Lesung is a coastal tourism area and beach resort destination on the western tip of Java, Indonesia, known for its white-sand beaches and proximity to Krakatoa.
- 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: Tanjung Langsat Industrial Complex Triple: [Pasir Gudang, hasIndustrialArea, Tanjung Langsat Industrial Complex]
Generated description
Tanjung Langsat Industrial Complex is a major industrial and logistics hub in Johor, Malaysia, known for its petrochemical, maritime, and heavy industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tanjung Langsat Industrial Complex Target entity description: Tanjung Langsat Industrial Complex is a major industrial and logistics hub in Johor, Malaysia, known for its petrochemical, maritime, and heavy industries.
-
A.
Pengerang Integrated Complex
Pengerang Integrated Complex is a large-scale downstream oil and gas hub in Johor, Malaysia, integrating refining, petrochemical, and associated facilities.
-
B.
Jurong Port
Jurong Port is a major multi-purpose port in Singapore that handles bulk, break-bulk, and container cargo, supporting the country’s industrial and maritime activities.
-
C.
Jurong
Jurong is a county-level city in Jiangsu Province, eastern China, known for its historical sites and proximity to the Yangtze River.
-
D.
Sri Bintan Pura Port
Sri Bintan Pura Port is a major passenger and ferry terminal in Tanjung Pinang, Bintan Island, serving as a key maritime gateway between Indonesia and neighboring countries such as Singapore and Malaysia.
-
E.
Tanjung Lesung
Tanjung Lesung is a coastal tourism area and beach resort destination on the western tip of Java, Indonesia, known for its white-sand beaches and proximity to Krakatoa.
- 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_69ca83d039f08190b9d10363221c69fb |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cdd09af07c819099774af46ebf62d7 |
completed | April 2, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b6dcca848190851f6f1968fe244c |
completed | April 5, 2026, 7:24 p.m. |
| NEDg | Description generation | batch_69d2b7e64fcc8190805a6a31c8a3786f |
completed | April 5, 2026, 7:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2b883959481909f330a26863621ae |
completed | April 5, 2026, 7:31 p.m. |
Created at: March 30, 2026, 9:03 p.m.