Triple
T17718716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hhohho Region |
E442273
|
entity |
| Predicate | hasBorderWith |
P224
|
FINISHED |
| Object | Manzini Region |
E649375
|
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: Manzini Region | Statement: [Hhohho Region, hasBorderWith, Manzini Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manzini Region Context triple: [Hhohho Region, hasBorderWith, Manzini Region]
-
A.
Manzini Region
chosen
Manzini Region is one of Eswatini’s four administrative regions, centrally located and home to the country’s largest urban and commercial center, Manzini city.
-
B.
Mbabane region
The Mbabane region is a central administrative and urban area of Eswatini that includes the national capital, Mbabane, and surrounding highland communities.
-
C.
Ruvuma Region
Ruvuma Region is a largely rural administrative area in southern Tanzania known for its wildlife, forests, and proximity to major conservation areas.
-
D.
Nkomazi region
The Nkomazi region is a largely rural area in eastern South Africa known for its agriculture, scenic landscapes, and proximity to the borders with Mozambique and Eswatini.
-
E.
Vhembe region
The Vhembe region is a predominantly rural area in the northernmost part of South Africa’s Limpopo Province, known for its rich Venda cultural heritage, agricultural activities, and proximity to borders with Zimbabwe and Mozambique.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8b9ec79688190b86bdcef85a7b3aa |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e474834aec81909ab7e8224c5a39d7 |
completed | April 19, 2026, 6:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0242f0460c8190ba70e5466908043a |
completed | May 11, 2026, 8:58 p.m. |
Created at: April 10, 2026, 10:06 a.m.