Triple
T22047237
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Umlazi |
E544792
|
entity |
| Predicate | hasSection |
P35
|
FINISHED |
| Object |
Umlazi D
Umlazi D is a residential sub-area within the larger township of Umlazi in KwaZulu-Natal, South Africa.
|
E544792
|
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: Umlazi D | Statement: [Umlazi, hasSection, Umlazi D]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Umlazi D Context triple: [Umlazi, hasSection, Umlazi D]
-
A.
Umlazi
Umlazi is a large township in the Durban area of South Africa, known as one of the country’s biggest urban settlements and a significant cultural and economic hub in KwaZulu-Natal.
-
B.
Dz
Dz is the official station code used to identify Delfzijl railway station in the Netherlands.
-
C.
Dz.U.
Dz.U. is the standard Polish abbreviation for the Journal of Laws of the Republic of Poland, the official publication for promulgating national legislation and legal acts.
-
D.
DZ
DZ is the ISO 3166-1 alpha-2 country code for Algeria, a large North African nation on the Mediterranean coast.
-
E.
Ukunda
Ukunda is a coastal town in Kenya near Diani Beach, known as a popular tourist destination with a small airstrip serving regional flights.
- 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: Umlazi D Triple: [Umlazi, hasSection, Umlazi D]
Generated description
Umlazi D is a residential sub-area within the larger township of Umlazi in KwaZulu-Natal, South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Umlazi D Target entity description: Umlazi D is a residential sub-area within the larger township of Umlazi in KwaZulu-Natal, South Africa.
-
A.
Umlazi
chosen
Umlazi is a large township in the Durban area of South Africa, known as one of the country’s biggest urban settlements and a significant cultural and economic hub in KwaZulu-Natal.
-
B.
Dz
Dz is the official station code used to identify Delfzijl railway station in the Netherlands.
-
C.
Dz.U.
Dz.U. is the standard Polish abbreviation for the Journal of Laws of the Republic of Poland, the official publication for promulgating national legislation and legal acts.
-
D.
DZ
DZ is the ISO 3166-1 alpha-2 country code for Algeria, a large North African nation on the Mediterranean coast.
-
E.
Ukunda
Ukunda is a coastal town in Kenya near Diani Beach, known as a popular tourist destination with a small airstrip serving regional flights.
- F. None of above.
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_69e11e32445c8190ab97089b48a130bb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12830c674819080254d77ee02bc9f |
completed | April 28, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a7b7736708190bad46e7f44aeb18c |
completed | May 18, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_6a0a7c4736808190bd04e03adcb2d97b |
completed | May 18, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a7d80f9c08190b18e04b9e9cf47a5 |
completed | May 18, 2026, 2:46 a.m. |
Created at: April 16, 2026, 8:26 p.m.