Triple
T16426275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middleveld of Eswatini |
E398950
|
entity |
| Predicate | formsHeartlandOf |
P118291
|
FINISHED |
| Object | Swazi people |
E90581
|
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: Swazi people | Statement: [Middleveld of Eswatini, formsHeartlandOf, Swazi people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swazi people Context triple: [Middleveld of Eswatini, formsHeartlandOf, Swazi people]
-
A.
Swazi people
chosen
The Swazi people are a Bantu ethnic group native to Eswatini and neighboring regions, known for their monarchy-centered society, rich cultural traditions, and siSwati language.
-
B.
Basotho people
The Basotho people are a Bantu ethnic group primarily inhabiting Lesotho and parts of South Africa, known for their Sesotho language, distinctive blanket attire, and rich mountain-based cultural traditions.
-
C.
Tswa people
The Tswa people are a Bantu ethnic group of southern Africa, closely related to other Tsonga-speaking communities and known for their distinct language and cultural traditions.
-
D.
Malaweg people
The Malaweg people are an indigenous ethnic group in the Philippines, primarily residing in northern Luzon, known for their distinct cultural traditions and heritage.
-
E.
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.
- 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: formsHeartlandOf Context triple: [Middleveld of Eswatini, formsHeartlandOf, Swazi people]
-
A.
KansasRegion
Indicates that an entity is located within, associated with, or pertains to the geographic region of Kansas.
-
B.
connectsToAgriculturalRegion
Indicates a relationship where something is linked or associated with an agricultural region, such as through proximity, infrastructure, or functional interaction.
-
C.
regionallyAssociatedWith
Indicates that two entities are connected or related based on sharing the same or overlapping geographic or regional context.
-
D.
landComponent
Indicates that one entity is a physical land portion or segment that forms part of a larger land area or land-related whole.
-
E.
traditionalLandOf
chosen
Indicates that a particular area is recognized as the ancestral or customary territory historically occupied, used, or stewarded by a specific people or community.
- 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e328faa7448190a2606f1b37ea0a3d |
completed | April 18, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d27712081908530bbf0d9d47e1f |
completed | May 10, 2026, 2:58 p.m. |
| PD | Predicate disambiguation | batch_69e22701d2288190bf8676050758f172 |
completed | April 17, 2026, 12:26 p.m. |
Created at: April 10, 2026, 5:09 a.m.