Triple
T10044107
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cisadane River |
E205367
|
entity |
| Predicate | hasFloodRiskFor |
P12640
|
FINISHED |
| Object | Tangerang |
E185381
|
NE FINISHED |
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: Tangerang | Statement: [Cisadane River, hasFloodRiskFor, Tangerang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tangerang Context triple: [Cisadane River, hasFloodRiskFor, Tangerang]
-
A.
Tangerang
chosen
Tangerang is a major urban and industrial city in Indonesia located just west of Jakarta on the island of Java.
-
B.
Cilegon
Cilegon is an industrial port city in western Java, Indonesia, known for its steel industry and strategic location near the Sunda Strait.
-
C.
Serang
Serang is the capital city of Banten Province on the western tip of Java, Indonesia, serving as an important regional administrative and economic center.
-
D.
Tangerang Regency
Tangerang Regency is an administrative region in Banten Province, Indonesia, known for its rapidly growing urban and industrial areas on the western outskirts of Jakarta.
-
E.
South Tangerang
South Tangerang is a rapidly developing satellite city in Indonesia’s Banten province, known as a residential and commercial hub within the Jakarta metropolitan area.
- 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: hasFloodRiskFor Context triple: [Cisadane River, hasFloodRiskFor, Tangerang]
-
A.
hasFloodRisk
chosen
Indicates that an entity is exposed to a potential or expected risk of flooding under certain conditions.
-
B.
hasFloodplain
Indicates that an area or location lies within the floodplain associated with a particular water body or flooding source.
-
C.
hasSeasonalFlooding
Indicates that an area regularly experiences flooding during specific, recurring times of the year.
-
D.
hasFloodplains
Indicates that an area or region includes land that is subject to flooding, typically adjacent to a river or water body.
-
E.
floodStage
Indicates that a water body’s level has reached or exceeded the defined height at which flooding is expected to begin or become hazardous.
- F. None of above.
Provenance (4 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_69ca834f70e88190b2d74828b7767ec1 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcf61b3e08190b69bcf67b6a95342 |
completed | April 2, 2026, 2:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e559a1608190903e9b2dff12bb00 |
completed | April 5, 2026, 10:42 p.m. |
| PD | Predicate disambiguation | batch_69cd4b8d2280819089de27e57babd1f3 |
completed | April 1, 2026, 4:45 p.m. |
Created at: March 30, 2026, 8:55 p.m.