Triple
T23287659
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mbombela Local Municipality |
E589933
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object | Matsulu |
—
|
NE NERFINISHED |
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: Matsulu | Statement: [Mbombela Local Municipality, hasSettlement, Matsulu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matsulu Context triple: [Mbombela Local Municipality, hasSettlement, Matsulu]
-
A.
Matakana
Matakana is a small rural town in the Auckland Region of New Zealand, known for its vineyards, farmers’ market, and proximity to popular east coast beaches.
-
B.
Takura
Takura is a rural locality in Queensland, Australia, situated near the community associated with Howard.
-
C.
Monduli
Monduli is a town in northern Tanzania that serves as the administrative center of Monduli District in the Arusha Region.
-
D.
Nyishi
The Nyishi are one of the major indigenous tribes of northeastern India, known for their distinct language, traditional bamboo and cane craftsmanship, and rich cultural heritage.
-
E.
Makus
Makus is an alternative form of the name Maccus, a historical given name of Norse and Gaelic origin.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matsulu Target entity description: Matsulu is a township in the Mbombela area of South Africa’s Mpumalanga province, situated east of Nelspruit and largely serving as a residential community.
-
A.
Matakana
Matakana is a small rural town in the Auckland Region of New Zealand, known for its vineyards, farmers’ market, and proximity to popular east coast beaches.
-
B.
Takura
Takura is a rural locality in Queensland, Australia, situated near the community associated with Howard.
-
C.
Monduli
Monduli is a town in northern Tanzania that serves as the administrative center of Monduli District in the Arusha Region.
-
D.
Nyishi
The Nyishi are one of the major indigenous tribes of northeastern India, known for their distinct language, traditional bamboo and cane craftsmanship, and rich cultural heritage.
-
E.
Makus
Makus is an alternative form of the name Maccus, a historical given name of Norse and Gaelic origin.
- F. None of above. chosen
Provenance (2 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_69e25d1af9d88190a0b9b5e8fa608618 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19648842c81909756be4bc06b3a45 |
completed | April 29, 2026, 5:25 a.m. |
Created at: April 17, 2026, 5 p.m.