Triple
T5850021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kosi Bay |
E130004
|
entity |
| Predicate | traditionalFishTrapsUsedBy |
P54152
|
FINISHED |
| Object | Thonga people |
E136409
|
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: Thonga people | Statement: [Kosi Bay, traditionalFishTrapsUsedBy, Thonga people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thonga people Context triple: [Kosi Bay, traditionalFishTrapsUsedBy, Thonga people]
-
A.
Lomwe people
The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
-
B.
Tsonga people
chosen
The Tsonga people are a Bantu ethnic group of southern Africa, primarily found in Mozambique, South Africa, Zimbabwe, and Eswatini, known for their rich musical traditions, distinctive dance, and vibrant cultural heritage.
-
C.
Kalanga people
The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
-
D.
Lekwungen people
The Lekwungen people are an Indigenous Coast Salish group whose traditional territories encompass what is now Victoria and surrounding areas on southern Vancouver Island in British Columbia, Canada.
-
E.
Makhuwa people
The Makhuwa people are a Bantu ethnic group primarily inhabiting northern Mozambique, known for their distinct language, matrilineal social structures, and agricultural traditions.
- 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: traditionalFishTrapsUsedBy Context triple: [Kosi Bay, traditionalFishTrapsUsedBy, Thonga people]
-
A.
traditionalFishingMethod
chosen
Indicates a relationship where a fishing activity is carried out using long-established, customary techniques passed down through local or ancestral practice.
-
B.
fisheryType
Indicates the specific category or kind of fishery associated with an entity, such as its operational or regulatory classification.
-
C.
fishingActivity
Indicates an activity where an entity engages in catching or attempting to catch fish or other aquatic organisms.
-
D.
hasFishingSpecies
Indicates that a location, body of water, or fishing area supports or contains one or more specific species that can be fished there.
-
E.
containsFishery
Indicates that one entity includes, encompasses, or has within its area a fishery or fishing-related operation.
- 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_69c0084de39081909eb34e6bed74215a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c044ab0a048190b84be40fb13c0f50 |
completed | March 22, 2026, 7:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0bfd6cffc8190b65252f02055e89c |
completed | March 23, 2026, 4:21 a.m. |
| PD | Predicate disambiguation | batch_69c03345ca0c819081c81148d054fed2 |
completed | March 22, 2026, 6:21 p.m. |
Created at: March 22, 2026, 3:55 p.m.