Triple
T2175766
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gare de Valence-Ville |
E48523
|
entity |
| Predicate | isMajorStationFor |
P1071
|
FINISHED |
| Object |
Valence urban area
The Valence urban area is a metropolitan region in southeastern France centered around the city of Valence, serving as an important economic, cultural, and transportation hub in the Drôme department.
|
E242880
|
NE FINISHED |
How this triple was built (5 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: Valence urban area | Statement: [Gare de Valence-Ville, isMajorStationFor, Valence urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valence urban area Context triple: [Gare de Valence-Ville, isMajorStationFor, Valence urban area]
-
A.
Kutaisi urban area
Kutaisi urban area is the metropolitan region centered on Kutaisi, one of Georgia’s largest and historically significant cities in the western part of the country.
-
B.
Sabha metropolitan area
Sabha metropolitan area is the urban agglomeration centered on the city of Sabha in southwestern Libya, serving as a key regional hub for administration, trade, and transport in the Fezzan region.
-
C.
Wilson metropolitan area
The Wilson metropolitan area is a small metropolitan region in eastern North Carolina centered on the city of Wilson and its surrounding communities.
-
D.
Mid-Cities region
The Mid-Cities region is a suburban area in North Texas situated between Dallas and Fort Worth, encompassing several cities that serve as residential and commercial hubs for the larger metroplex.
-
E.
Urban
Urban is a common surname of various linguistic origins, notably borne by New Zealand actor Karl Urban.
- 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: Valence urban area Triple: [Gare de Valence-Ville, isMajorStationFor, Valence urban area]
Generated description
The Valence urban area is a metropolitan region in southeastern France centered around the city of Valence, serving as an important economic, cultural, and transportation hub in the Drôme department.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valence urban area Target entity description: The Valence urban area is a metropolitan region in southeastern France centered around the city of Valence, serving as an important economic, cultural, and transportation hub in the Drôme department.
-
A.
Kutaisi urban area
Kutaisi urban area is the metropolitan region centered on Kutaisi, one of Georgia’s largest and historically significant cities in the western part of the country.
-
B.
Sabha metropolitan area
Sabha metropolitan area is the urban agglomeration centered on the city of Sabha in southwestern Libya, serving as a key regional hub for administration, trade, and transport in the Fezzan region.
-
C.
Wilson metropolitan area
The Wilson metropolitan area is a small metropolitan region in eastern North Carolina centered on the city of Wilson and its surrounding communities.
-
D.
Mid-Cities region
The Mid-Cities region is a suburban area in North Texas situated between Dallas and Fort Worth, encompassing several cities that serve as residential and commercial hubs for the larger metroplex.
-
E.
Urban
Urban is a common surname of various linguistic origins, notably borne by New Zealand actor Karl Urban.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isMajorStationFor Context triple: [Gare de Valence-Ville, isMajorStationFor, Valence urban area]
-
A.
isMajorStationOn
Indicates that a station serves as a primary or significant stop on a particular route or line.
-
B.
hasMajorRailwayStation
chosen
Indicates that a place contains or is served by a principal railway station that functions as a major hub for rail transport.
-
C.
hasRailStation
Indicates that one entity possesses, contains, or is served by a rail station.
-
D.
isBusiestStationIn
Indicates that a station has the highest level of activity (e.g., passenger or traffic volume) within a specified area or system.
-
E.
hasRailwayStation
Indicates that a place or location is served by, or contains, a railway station.
- F. None of above.
Provenance (6 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_69a88aa3faa48190995b233af6525815 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc4358fc88190a6f556c2de9fef8c |
completed | March 7, 2026, 6:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5d9eff988190a02734bd73616cba |
completed | March 9, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69ae5e5f023081909cd046b5850f8026 |
completed | March 9, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ef99018819083a778378ea493e8 |
completed | March 9, 2026, 5:47 a.m. |
| PD | Predicate disambiguation | batch_69abbda0ec948190be88c1243d81a423 |
completed | March 7, 2026, 5:54 a.m. |
Created at: March 4, 2026, 7:45 p.m.