Triple
T19609448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Province, Zambia |
E470689
|
entity |
| Predicate | hasNationalParkGatewayTown |
P136458
|
FINISHED |
| Object | Mfuwe |
—
|
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: Mfuwe | Statement: [Eastern Province, Zambia, hasNationalParkGatewayTown, Mfuwe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mfuwe Context triple: [Eastern Province, Zambia, hasNationalParkGatewayTown, Mfuwe]
-
A.
Mfuwe
chosen
Mfuwe is a small gateway settlement in eastern Zambia that serves as the main access point and service hub for visitors to South Luangwa National Park.
-
B.
Kazinga National Park
Kazinga National Park is the former name of Uganda’s Queen Elizabeth National Park, a major East African wildlife reserve known for its diverse ecosystems and abundant animal species.
-
C.
Mikumi National Park
Mikumi National Park is a major wildlife reserve in southern Tanzania known for its open savannah landscapes and abundant animals such as elephants, lions, giraffes, and zebras.
-
D.
Lusinda
Lusinda is a feminine given name, typically considered a variant spelling of Lucinda.
-
E.
Boma Ng’ombe
Boma Ng’ombe is a town in northern Tanzania that serves as an administrative and commercial hub in the Kilimanjaro Region.
- 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: hasNationalParkGatewayTown Context triple: [Eastern Province, Zambia, hasNationalParkGatewayTown, Mfuwe]
-
A.
hasNationalParkSite
Indicates that a location, region, or jurisdiction contains or is home to at least one designated national park site.
-
B.
hasRegionalPark
Indicates that a place or administrative area contains or is served by a designated regional park.
-
C.
hasNationalParkServicePresence
Indicates that the National Park Service operates, manages, or maintains an official presence at the referenced location or entity.
-
D.
hasNationalScenicArea
Indicates that an entity is designated as or associated with a National Scenic Area.
-
E.
hasNationalHistoricalPark
Indicates that an entity possesses or is associated with a designated National Historical Park.
- F. None of above. chosen
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_69d8e510fa248190b7afb274a1d4cf73 |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e640ca57a081909c05000fca52271f |
completed | April 20, 2026, 3:05 p.m. |
| PD | Predicate disambiguation | batch_69e514e166dc8190a0f147e0b4c8bbe7 |
completed | April 19, 2026, 5:46 p.m. |
| PDg | Predicate description generation | batch_69e5174b060c81908937ff9ff7fce611 |
completed | April 19, 2026, 5:56 p.m. |
Created at: April 10, 2026, 1:43 p.m.