Triple
T5087490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gandhi heritage sites in South Africa |
E114671
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Gandhi Square, Johannesburg
Gandhi Square in Johannesburg is a central public plaza named in honor of Mahatma Gandhi, commemorating his early activism and legal work in South Africa.
|
E491443
|
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: Gandhi Square, Johannesburg | Statement: [Gandhi heritage sites in South Africa, hasPart, Gandhi Square, Johannesburg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gandhi Square, Johannesburg Context triple: [Gandhi heritage sites in South Africa, hasPart, Gandhi Square, Johannesburg]
-
A.
Walter Sisulu Square
Walter Sisulu Square is a historic public square and heritage site in Soweto, South Africa, known as the location where the Freedom Charter was adopted and as a symbol of the anti-apartheid struggle.
-
B.
Randburg Square
Randburg Square is a popular shopping centre in Randburg, South Africa, featuring a variety of retail stores, services, and dining options for local shoppers.
-
C.
Church Square, Pretoria
Church Square, Pretoria is a historic public square in the heart of South Africa’s administrative capital, renowned for its surrounding landmark buildings and role as a focal point of civic and political life.
-
D.
Luthuli House, Johannesburg
Luthuli House, Johannesburg is the main administrative and political nerve center of South Africa’s ruling African National Congress party.
-
E.
Rosebank, Johannesburg
Rosebank, Johannesburg is a vibrant, upmarket commercial and residential suburb known for its shopping malls, restaurants, art galleries, and business offices in northern Johannesburg, South Africa.
- 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: Gandhi Square, Johannesburg Triple: [Gandhi heritage sites in South Africa, hasPart, Gandhi Square, Johannesburg]
Generated description
Gandhi Square in Johannesburg is a central public plaza named in honor of Mahatma Gandhi, commemorating his early activism and legal work in South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gandhi Square, Johannesburg Target entity description: Gandhi Square in Johannesburg is a central public plaza named in honor of Mahatma Gandhi, commemorating his early activism and legal work in South Africa.
-
A.
Walter Sisulu Square
Walter Sisulu Square is a historic public square and heritage site in Soweto, South Africa, known as the location where the Freedom Charter was adopted and as a symbol of the anti-apartheid struggle.
-
B.
Randburg Square
Randburg Square is a popular shopping centre in Randburg, South Africa, featuring a variety of retail stores, services, and dining options for local shoppers.
-
C.
Church Square, Pretoria
Church Square, Pretoria is a historic public square in the heart of South Africa’s administrative capital, renowned for its surrounding landmark buildings and role as a focal point of civic and political life.
-
D.
Luthuli House, Johannesburg
Luthuli House, Johannesburg is the main administrative and political nerve center of South Africa’s ruling African National Congress party.
-
E.
Rosebank, Johannesburg
Rosebank, Johannesburg is a vibrant, upmarket commercial and residential suburb known for its shopping malls, restaurants, art galleries, and business offices in northern Johannesburg, South Africa.
- 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.