Triple
T35688035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mpumalanga local government sphere |
E1031204
|
entity |
| Predicate | includesDistrictMunicipality |
P14658
|
FINISHED |
| Object | Ehlanzeni District Municipality |
E569708
|
NE FINISHED |
How this triple was built (2 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: Ehlanzeni District Municipality | Statement: [Mpumalanga local government sphere, includesDistrictMunicipality, Ehlanzeni District Municipality]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: includesDistrictMunicipality Context triple: [Mpumalanga local government sphere, includesDistrictMunicipality, Ehlanzeni District Municipality]
-
A.
containsDistrictMunicipality
chosen
Indicates that an administrative region includes one or more district municipalities within its boundaries.
-
B.
includesDistrict
Indicates that one administrative or geographic entity contains or encompasses a specific district within its boundaries.
-
C.
belongsToDistrictLevelCity
Indicates that an entity is administratively part of, or falls under the jurisdiction of, a specific district-level city.
-
D.
inCityDistrict
Indicates that one entity is located within the boundaries of a specific city district.
-
E.
occursInDistrict
Indicates that an event or activity takes place within the boundaries of a specific district.
- 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_69f76e0c73ec819080ab60a9e2f5f1f6 |
completed | May 3, 2026, 3:47 p.m. |
| NER | Named-entity recognition | batch_6a037c8d06cc8190ab6a5e18d9d2571e |
completed | May 12, 2026, 7:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a5b5bef97388190911d6ed78dcc47e8 |
completed | July 18, 2026, 10:56 a.m. |
| PD | Predicate disambiguation | batch_6a037a04d8348190a4819666eab42c9b |
completed | May 12, 2026, 7:05 p.m. |
Created at: May 3, 2026, 4:05 p.m.