Triple
T13340214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | arrondissement of Nîmes |
E317803
|
entity |
| Predicate | hasStatisticalUse |
P101260
|
FINISHED |
| Object | INSEE territorial division |
E857113
|
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: INSEE territorial division | Statement: [arrondissement of Nîmes, hasStatisticalUse, INSEE territorial division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: INSEE territorial division Context triple: [arrondissement of Nîmes, hasStatisticalUse, INSEE territorial division]
-
A.
Landes department
The Landes department is an administrative region in southwestern France known for its vast Atlantic coastline, extensive pine forests, and strong surfing and spa tourism.
-
B.
cantons of France
chosen
The cantons of France are territorial subdivisions within departments that primarily serve as constituencies for the election of departmental councilors and as administrative units for organizing local public services.
-
C.
Conseil départemental (France)
In France, a conseil départemental is the elected governing body of a department, responsible for local administration and services such as social aid, infrastructure, and secondary schools.
-
D.
canton of Tremblay-en-France
The canton of Tremblay-en-France is an administrative division in the Seine-Saint-Denis department of the Île-de-France region in northern France, centered on the commune of Tremblay-en-France and its surrounding area.
-
E.
French territorial reform of 2014
The French territorial reform of 2014 was a major administrative overhaul that reduced and reconfigured the number and boundaries of metropolitan regions in France to streamline governance and improve efficiency.
- 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: hasStatisticalUse Context triple: [arrondissement of Nîmes, hasStatisticalUse, INSEE territorial division]
-
A.
hasStatisticalRole
Indicates that an entity participates in a context (such as a study, dataset, or analysis) with a specific statistical function or role (e.g., variable, parameter, estimator).
-
B.
hasStatistics
Indicates that an entity is associated with one or more statistical measures, records, or summaries describing its quantitative properties or performance.
-
C.
statisticalPurpose
chosen
Indicates that something is used for collecting, analyzing, or presenting data for statistical analysis or reporting purposes.
-
D.
hasStatisticsAgency
Indicates that an entity is officially served or overseen by a particular statistics agency responsible for collecting and providing its statistical data.
-
E.
usedInUNStatistics
Indicates that something is employed or referenced within official United Nations statistical data, classifications, or reporting.
- 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_69d806b5a3c08190b42c267fb092f98a |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99d01bf8481908cd3a99e5557b972 |
completed | April 11, 2026, 12:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f71f3ecf4c8190bb9eee699859dc08 |
completed | May 3, 2026, 10:11 a.m. |
| PD | Predicate disambiguation | batch_69d98f6e53d88190bd6aa42f69b10ffb |
completed | April 11, 2026, 12:01 a.m. |
Created at: April 9, 2026, 9:31 p.m.