Triple
T34540399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mhlontlo Local Municipality |
E886789
|
entity |
| Predicate | hasMajoritySettlementType |
P143592
|
FINISHED |
| Object | rural communities |
—
|
LITERAL 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: rural communities | Statement: [Mhlontlo Local Municipality, hasMajoritySettlementType, rural communities]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMajoritySettlementType Context triple: [Mhlontlo Local Municipality, hasMajoritySettlementType, rural communities]
-
A.
isInSettlementType
Indicates that one entity is located within or classified as belonging to a particular type of settlement (such as a city, town, or village).
-
B.
hasSettlementRole
Indicates that an entity holds or is assigned a specific functional role or status within a settlement.
-
C.
isSettlement
Indicates that the subject entity functions as a human-inhabited place or community, such as a town, village, or city.
-
D.
hasMajorityType
chosen
Indicates that one type or category occurs more frequently than all others within a given set or context.
-
E.
hasSettlementProcess
Indicates a relationship where one entity uses or is governed by a particular process or procedure for settling, resolving, or concluding transactions, obligations, or disputes.
- F. None of above.
Provenance (3 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_69f349ce5eb881909e431c670944aa68 |
completed | April 30, 2026, 12:23 p.m. |
| NER | Named-entity recognition | batch_6a01b130f6808190b86442fb16930e6e |
completed | May 11, 2026, 10:36 a.m. |
| PD | Predicate disambiguation | batch_6a01b023157881909a802e06eced3e2f |
completed | May 11, 2026, 10:32 a.m. |
Created at: May 1, 2026, 2:02 a.m.