Triple
T18563429
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French banlieues |
E453702
|
entity |
| Predicate | associatedWithPolicy |
P1051
|
FINISHED |
| Object | ZUS (zones urbaines sensibles) |
—
|
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: ZUS (zones urbaines sensibles) | Statement: [French banlieues, associatedWithPolicy, ZUS (zones urbaines sensibles)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ZUS (zones urbaines sensibles) Context triple: [French banlieues, associatedWithPolicy, ZUS (zones urbaines sensibles)]
-
A.
Praille–Acacias–Vernets (PAV) development zone
The Praille–Acacias–Vernets (PAV) development zone is a major urban regeneration project in Geneva aimed at transforming former industrial and logistics areas into a dense mixed-use district with housing, offices, and public spaces.
-
B.
Tisséo urban area
Tisséo urban area is the public transport network coverage zone for the Toulouse metropolitan region in southwestern France.
-
C.
Mobilis zones
Mobilis zones are the integrated fare zones used across the Lausanne region’s public transport network, allowing coordinated ticketing and travel on multiple operators within defined geographic areas.
-
D.
Les Pavillons-sous-Bois
Les Pavillons-sous-Bois is a suburban commune in the northeastern outskirts of Paris, France, known for its residential character and location in the Seine-Saint-Denis department.
-
E.
Grenoble low-emission and traffic-calmed zones
Grenoble low-emission and traffic-calmed zones are designated urban areas in Grenoble, France, where vehicle restrictions and traffic-calming measures are used to reduce air pollution, noise, and car dominance in favor of cleaner transport and improved public space.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ZUS (zones urbaines sensibles) Target entity description: ZUS (zones urbaines sensibles) were designated disadvantaged urban areas in France targeted by special social and economic development policies, particularly in many suburban banlieues.
-
A.
Praille–Acacias–Vernets (PAV) development zone
The Praille–Acacias–Vernets (PAV) development zone is a major urban regeneration project in Geneva aimed at transforming former industrial and logistics areas into a dense mixed-use district with housing, offices, and public spaces.
-
B.
Tisséo urban area
Tisséo urban area is the public transport network coverage zone for the Toulouse metropolitan region in southwestern France.
-
C.
Mobilis zones
Mobilis zones are the integrated fare zones used across the Lausanne region’s public transport network, allowing coordinated ticketing and travel on multiple operators within defined geographic areas.
-
D.
Les Pavillons-sous-Bois
Les Pavillons-sous-Bois is a suburban commune in the northeastern outskirts of Paris, France, known for its residential character and location in the Seine-Saint-Denis department.
-
E.
Grenoble low-emission and traffic-calmed zones
Grenoble low-emission and traffic-calmed zones are designated urban areas in Grenoble, France, where vehicle restrictions and traffic-calming measures are used to reduce air pollution, noise, and car dominance in favor of cleaner transport and improved public space.
- F. None of above. chosen
Provenance (2 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_69d8d38974308190a9174430ef256b73 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53afc57448190abd90167d7e12a18 |
completed | April 19, 2026, 8:28 p.m. |
Created at: April 10, 2026, 11:42 a.m.