Triple
T21024463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haninge Centrum |
E517900
|
entity |
| Predicate | isMajorCommercialHubFor |
P79077
|
FINISHED |
| Object | Handen district |
—
|
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: Handen district | Statement: [Haninge Centrum, isMajorCommercialHubFor, Handen district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Handen district Context triple: [Haninge Centrum, isMajorCommercialHubFor, Handen district]
-
A.
Handen district
chosen
Handen district is a suburban area in Haninge Municipality, south of Stockholm, Sweden, known as a local commercial and residential center connected by commuter rail.
-
B.
Saha District
Saha District is an administrative district (gu) in the southwestern part of Busan, South Korea, known for its coastal areas and residential neighborhoods.
-
C.
Sawkai District
Sawkai District is an administrative district located within Kunar Province in eastern Afghanistan, near the border with Pakistan.
-
D.
Buyende District
Buyende District is an administrative district in eastern Uganda, known for its rural communities and location along the shores of Lake Kyoga.
-
E.
Bade District
Bade District is an urban district in Taoyuan City, Taiwan, known for its residential communities and growing industrial and commercial development.
- 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: isMajorCommercialHubFor Context triple: [Haninge Centrum, isMajorCommercialHubFor, Handen district]
-
A.
hasMajorCityHub
Indicates that an entity contains or is associated with a primary, high-importance city that functions as a central hub for activity, services, or connectivity.
-
B.
isTransportCenterOf
Indicates that a location functions as a primary hub or central node for transportation activities serving another area or network.
-
C.
hasMajorCommercialCentre
chosen
Indicates that a place contains or hosts a primary hub of significant commercial or business activity.
-
D.
capitalCityIsMajorTransportHub
Indicates that the capital city functions as a primary hub for transportation networks, with significant connectivity and traffic across major transport modes.
-
E.
otherMajorHub
Indicates that an entity is another primary hub or central node within the same network or system as the reference entity.
- 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_69e0b50262b081909bc488937145eb73 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fc6059908190bf5c9ef9c30f1a32 |
completed | April 21, 2026, 4:26 a.m. |
| PD | Predicate disambiguation | batch_69e5dbf274ac81909bbf245627dc8fdc |
completed | April 20, 2026, 7:55 a.m. |
Created at: April 16, 2026, 1:55 p.m.