Triple
T4048146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limousin |
E84116
|
entity |
| Predicate | includedInReform |
P24524
|
FINISHED |
| Object | French territorial reform of 2016 |
E242870
|
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: French territorial reform of 2016 | Statement: [Limousin, includedInReform, French territorial reform of 2016]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French territorial reform of 2016 Context triple: [Limousin, includedInReform, French territorial reform of 2016]
-
A.
French canton reorganisation of 2015
chosen
The French canton reorganisation of 2015 was a nationwide administrative reform that redrew and reduced the number of cantons across France to better balance population representation and modernize local governance.
-
B.
Grenelle
Grenelle is a neighborhood in Paris’s 15th arrondissement, known for its residential character and proximity to the Eiffel Tower and the Seine.
-
C.
French Chambers of Reunion
The French Chambers of Reunion were special courts established by Louis XIV to justify and formalize French territorial expansion by claiming lands allegedly dependent on previously ceded territories.
-
D.
Law of 10 July 1964 (reorganization of the Paris region)
The Law of 10 July 1964 is a French statute that reorganized the Paris region by redrawing departmental boundaries and creating new departments such as Seine-Saint-Denis.
-
E.
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.
- 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: includedInReform Context triple: [Limousin, includedInReform, French territorial reform of 2016]
-
A.
isPartOfReform
chosen
Indicates that an action, measure, or component belongs to, contributes to, or is included within a broader reform initiative or process.
-
B.
subjectToReformBy
Indicates that an entity is undergoing or designated for changes, improvements, or restructuring carried out by another entity.
-
C.
implementedReformsIn
Indicates that an entity (typically a person, organization, or government) carried out or put into effect specific reforms within a particular context, domain, or location.
-
D.
reform
Indicates bringing about significant changes to an existing system, practice, or entity in order to improve or correct it.
-
E.
notableReform
Indicates that an entity is recognized for having initiated, led, or been central to a significant reform or transformative change in a system, policy, or institution.
- 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_69aed930bd5c819083e7dcc14fc44f69 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb81040481909b22e4c445ecae0f |
completed | March 9, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5565466648190802a9b8fd88c3572 |
completed | March 14, 2026, 12:36 p.m. |
| PD | Predicate disambiguation | batch_69aef900386481909d04555a9ec9b0e3 |
completed | March 9, 2026, 4:44 p.m. |
Created at: March 9, 2026, 3:37 p.m.