Triple
T1411197
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soweto |
E31807
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
Naledi
Naledi is a residential township neighborhood within Soweto, a large urban area southwest of Johannesburg, South Africa.
|
E161653
|
NE FINISHED |
How this triple was built (4 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: Naledi | Statement: [Soweto, hasNeighbourhood, Naledi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Naledi Context triple: [Soweto, hasNeighbourhood, Naledi]
-
A.
Longhope
Longhope is a small coastal settlement on the island of Hoy in Orkney, Scotland, known for its maritime heritage and scenic harbor.
-
B.
Cradle of Humankind
The Cradle of Humankind is a renowned paleoanthropological site near Johannesburg that has yielded some of the world’s most important hominin fossils, illuminating early human evolution.
-
C.
Drimolen
Drimolen is an important South African paleoanthropological cave site known for yielding significant early hominin fossils within the Cradle of Humankind World Heritage area.
-
D.
Tsankawi
Tsankawi is an archaeological site and mesa-top trail area in New Mexico known for its ancestral Puebloan ruins, petroglyphs, and well-worn footpaths carved into volcanic tuff.
-
E.
Sudwala Caves
Sudwala Caves are a famous and extensive limestone cave system in South Africa, renowned as one of the oldest known caves in the world and a popular tourist attraction.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Naledi Triple: [Soweto, hasNeighbourhood, Naledi]
Generated description
Naledi is a residential township neighborhood within Soweto, a large urban area southwest of Johannesburg, South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Naledi Target entity description: Naledi is a residential township neighborhood within Soweto, a large urban area southwest of Johannesburg, South Africa.
-
A.
Longhope
Longhope is a small coastal settlement on the island of Hoy in Orkney, Scotland, known for its maritime heritage and scenic harbor.
-
B.
Cradle of Humankind
The Cradle of Humankind is a renowned paleoanthropological site near Johannesburg that has yielded some of the world’s most important hominin fossils, illuminating early human evolution.
-
C.
Drimolen
Drimolen is an important South African paleoanthropological cave site known for yielding significant early hominin fossils within the Cradle of Humankind World Heritage area.
-
D.
Tsankawi
Tsankawi is an archaeological site and mesa-top trail area in New Mexico known for its ancestral Puebloan ruins, petroglyphs, and well-worn footpaths carved into volcanic tuff.
-
E.
Sudwala Caves
Sudwala Caves are a famous and extensive limestone cave system in South Africa, renowned as one of the oldest known caves in the world and a popular tourist attraction.
- F. None of above. chosen
Provenance (5 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_69a49919a994819086528951bc224775 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3e1da988190bc7c187e193539b6 |
completed | March 1, 2026, 10:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ace57be14881908d469d2b5333d6d5 |
completed | March 8, 2026, 2:57 a.m. |
| NEDg | Description generation | batch_69ace61c6f348190bba7717b1bd7f24a |
completed | March 8, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace6eeb99081908ac23a6c71faeae6 |
completed | March 8, 2026, 3:03 a.m. |
Created at: March 1, 2026, 7:59 p.m.