Triple
T5087518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gandhi House, Troyeville, Johannesburg |
E114671
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Troyeville, Johannesburg
Troyeville, Johannesburg is an inner-city suburb east of Johannesburg’s central business district, known for its historic architecture, diverse community, and political and cultural heritage.
|
E491449
|
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: Troyeville, Johannesburg | Statement: [Gandhi House, Troyeville, Johannesburg, locatedIn, Troyeville, Johannesburg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Troyeville, Johannesburg Context triple: [Gandhi House, Troyeville, Johannesburg, locatedIn, Troyeville, Johannesburg]
-
A.
Yeoville, Johannesburg
Yeoville, Johannesburg is an inner-city suburb known for its dense, diverse population, vibrant nightlife, and historic role as a cultural and political hub in Johannesburg, South Africa.
-
B.
Midrand
Midrand is a rapidly growing commercial and residential area in South Africa strategically located between Johannesburg and Pretoria in the province of Gauteng.
-
C.
Norwood, Johannesburg
Norwood, Johannesburg is a cosmopolitan residential suburb known for its diverse community, vibrant restaurant scene, and proximity to central Johannesburg.
-
D.
Johannesburg, South Africa
Johannesburg, South Africa is the country’s largest city and economic hub, known for its role in the gold mining industry and as a major urban center in Gauteng province.
-
E.
Mamelodi
Mamelodi is a township in the northeastern part of Pretoria, South Africa, known for its vibrant football culture and as the home of Mamelodi Sundowns F.C.
- 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: Troyeville, Johannesburg Triple: [Gandhi House, Troyeville, Johannesburg, locatedIn, Troyeville, Johannesburg]
Generated description
Troyeville, Johannesburg is an inner-city suburb east of Johannesburg’s central business district, known for its historic architecture, diverse community, and political and cultural heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Troyeville, Johannesburg Target entity description: Troyeville, Johannesburg is an inner-city suburb east of Johannesburg’s central business district, known for its historic architecture, diverse community, and political and cultural heritage.
-
A.
Yeoville, Johannesburg
Yeoville, Johannesburg is an inner-city suburb known for its dense, diverse population, vibrant nightlife, and historic role as a cultural and political hub in Johannesburg, South Africa.
-
B.
Midrand
Midrand is a rapidly growing commercial and residential area in South Africa strategically located between Johannesburg and Pretoria in the province of Gauteng.
-
C.
Norwood, Johannesburg
Norwood, Johannesburg is a cosmopolitan residential suburb known for its diverse community, vibrant restaurant scene, and proximity to central Johannesburg.
-
D.
Johannesburg, South Africa
Johannesburg, South Africa is the country’s largest city and economic hub, known for its role in the gold mining industry and as a major urban center in Gauteng province.
-
E.
Mamelodi
Mamelodi is a township in the northeastern part of Pretoria, South Africa, known for its vibrant football culture and as the home of Mamelodi Sundowns F.C.
- 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_69bd443e941881908eb4e8c685b6f656 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75219a94819094fc54c1df448470 |
completed | March 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb13fd3a88190b5a665ba56fdd455 |
completed | March 21, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69beb1c184248190b99067d257564ad8 |
completed | March 21, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beb22dff6c8190896f65d659a32b28 |
completed | March 21, 2026, 2:58 p.m. |
Created at: March 20, 2026, 1:40 p.m.