Triple
T21161266
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bromo tourist area |
E521444
|
entity |
| Predicate | mainCityGateway |
P93886
|
FINISHED |
| Object | Malang |
—
|
NE NERFINISHED |
How this triple was built (3 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: Malang | Statement: [Bromo tourist area, mainCityGateway, Malang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malang Context triple: [Bromo tourist area, mainCityGateway, Malang]
-
A.
Malang
chosen
Malang is a major city in East Java, Indonesia, known for its cool climate, colonial-era architecture, and proximity to popular mountain and volcanic tourist destinations.
-
B.
Surabaya
Surabaya is Indonesia’s second-largest city and a key commercial and industrial hub on the island of Java, historically serving as one of the region’s most important seaports.
-
C.
Malang Regency
Malang Regency is an administrative region in East Java, Indonesia, known for its mountainous landscapes, cool climate, and proximity to popular tourist destinations such as Batu and Mount Bromo.
-
D.
Kediri
Kediri is a historic city in Indonesia known for its role as a former Javanese kingdom center and as an important economic hub in modern East Java.
-
E.
Jember
Jember is a regency and major urban center in eastern Java, Indonesia, known for its agricultural economy and cultural festivals such as the Jember Fashion Carnaval.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: mainCityGateway Context triple: [Bromo tourist area, mainCityGateway, Malang]
-
A.
primaryCity
Indicates that one city serves as the main or most important city associated with a given region, entity, or context.
-
B.
hasGatewayCity
chosen
Indicates that one place serves as the primary gateway city (main entry or transit hub) for accessing another place.
-
C.
majorCityOnSystem
Indicates that a city serves as a primary or significant urban center located on or within a particular system (such as a transportation, planetary, or infrastructural system).
-
D.
cityService
Indicates that a service is provided by, operates within, or is administered by a particular city.
-
E.
principalCityOf
Indicates that a city serves as the main or most important city (often administrative, economic, or cultural center) of a specified region or area.
- F. None of above.
Provenance (3 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_69e0b50d1ea481909c07e63c3ead9316 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e72530e3388190a170c5a2a19dadfc |
completed | April 21, 2026, 7:20 a.m. |
| PD | Predicate disambiguation | batch_69e5f5f8a5bc819081918c7fa8e4496d |
completed | April 20, 2026, 9:46 a.m. |
Created at: April 16, 2026, 2:59 p.m.