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.