Triple
T17170447
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khumalo Street |
E416714
|
entity |
| Predicate | namedAfterLanguageOrigin |
P63
|
FINISHED |
| Object | Nguni surname "Khumalo" |
E1000046
|
NE FINISHED |
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: Nguni surname "Khumalo" | Statement: [Khumalo Street, namedAfterLanguageOrigin, Nguni surname "Khumalo"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nguni surname "Khumalo" Context triple: [Khumalo Street, namedAfterLanguageOrigin, Nguni surname "Khumalo"]
-
A.
Khumalo
chosen
Khumalo is a common Southern African surname associated with notable figures in arts, politics, and public life, particularly in South Africa and Zimbabwe.
-
B.
uThukela (Zulu)
uThukela (Zulu) is the Zulu-language name for the uThukela District Municipality in South Africa’s KwaZulu-Natal province, an area named after the Tugela River.
-
C.
uMngeni (Zulu)
uMngeni is the Zulu name for the Umgeni River, a major river in KwaZulu-Natal, South Africa, that flows through Pietermaritzburg to Durban and into the Indian Ocean.
-
D.
Gugulethu
Gugulethu is a predominantly Black African township in Cape Town, South Africa, known for its vibrant culture and history of anti-apartheid activism.
-
E.
Nomzamo
Nomzamo is the given name of Winnie Madikizela-Mandela, the prominent South African anti-apartheid activist and politician.
- 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: namedAfterLanguageOrigin Context triple: [Khumalo Street, namedAfterLanguageOrigin, Nguni surname "Khumalo"]
-
A.
hasLanguageOfOrigin
Indicates that one entity has its origin or source in the language specified by another entity.
-
B.
originalNameLanguage
Indicates that the specified language is the language in which an entity’s original or primary name was expressed.
-
C.
hasNameOrigin
Indicates that the origin or source of an entity’s name is specified by the related entity.
-
D.
namedAfter
chosen
Indicates that one entity has been given its name in honor of, or derived from, another entity.
-
E.
nameInOriginalLanguage
Indicates that an entity’s name is given in its original or native language form.
- F. None of above.
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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3fc097950819095631ee5679e03af |
completed | April 18, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01483f85648190acaeb197013e1f1b |
completed | May 11, 2026, 3:08 a.m. |
| PD | Predicate disambiguation | batch_69e3830d2a90819092386717dc56f0e8 |
completed | April 18, 2026, 1:11 p.m. |
Created at: April 10, 2026, 5:37 a.m.