Triple
T6804451
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herstal |
E156268
|
entity |
| Predicate | hasMunicipalSection |
P10450
|
FINISHED |
| Object | Herstal (section) |
E156268
|
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: Herstal (section) | Statement: [Herstal, hasMunicipalSection, Herstal (section)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herstal (section) Context triple: [Herstal, hasMunicipalSection, Herstal (section)]
-
A.
Herstal
chosen
Herstal is an industrial town in the Liège province of eastern Belgium, known historically for its arms manufacturing and proximity to the city of Liège.
-
B.
Lambersart
Lambersart is a suburban commune in northern France, located just northwest of Lille and known for its residential character and green spaces along the Deûle River.
-
C.
Strépy-Bracquegnies
Strépy-Bracquegnies is a village in the Walloon region of Belgium, known in part for its proximity to the Strépy-Thieu boat lift.
-
D.
Houdeng-Goegnies
Houdeng-Goegnies is a village in the municipality of La Louvière in the province of Hainaut, Belgium, known for its proximity to the historic Canal du Centre and its boat lifts.
-
E.
Bois de la Cambre
Bois de la Cambre is a large urban park and recreational green space on the edge of Brussels, Belgium, popular for walking, cycling, and outdoor leisure.
- 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: hasMunicipalSection Context triple: [Herstal, hasMunicipalSection, Herstal (section)]
-
A.
hasMunicipalSections
chosen
Indicates that a municipality is divided into and associated with specific internal administrative sections or districts.
-
B.
hasMunicipalGovernment
Indicates that an entity is administered or governed by a municipal-level governmental authority.
-
C.
isMunicipal
Indicates that something belongs to, is administered by, or is characteristic of a municipality or local city government.
-
D.
hasMunicipalFormation
Indicates that an administrative or territorial unit is organized into, or associated with, a specific municipal formation as its local self-governing structure.
-
E.
hasCivilSection
Indicates that one legal document, case, or record includes or is associated with a specific civil law section or provision.
- 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_69c68826e6a48190a3d220b541e639de |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d2ea459c819095388218d53c250a |
completed | March 27, 2026, 6:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a9da0ac8190878799d4780f9b28 |
completed | March 28, 2026, 12:02 a.m. |
| PD | Predicate disambiguation | batch_69c6d099bf08819089a9f9894d037e74 |
completed | March 27, 2026, 6:46 p.m. |
Created at: March 27, 2026, 2:16 p.m.