Triple
T10299834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amajuba District Municipality |
E241597
|
entity |
| Predicate | hasMunicipalCode |
P3943
|
FINISHED |
| Object |
DC25
DC25 is the official municipal code assigned to the Amajuba District Municipality in South Africa’s KwaZulu-Natal province.
|
E856360
|
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: DC25 | Statement: [Amajuba District Municipality, hasMunicipalCode, DC25]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DC25 Context triple: [Amajuba District Municipality, hasMunicipalCode, DC25]
-
A.
DC21
DC21 is the official district code designating the Ugu District Municipality in South Africa’s KwaZulu-Natal province.
-
B.
DC3
DC3 is a public community college in Dodge City, Kansas, offering two-year academic and technical programs.
-
C.
DCU
DCU is a modern public university in Dublin, Ireland, known for its focus on innovation, research, and industry-oriented education.
-
D.
DCU
DCU is the common abbreviation for D.C. United, a professional Major League Soccer club based in Washington, D.C.
-
E.
DC35
DC35 is the official municipal code designating the Capricorn District Municipality in South Africa’s Limpopo province.
- 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: DC25 Triple: [Amajuba District Municipality, hasMunicipalCode, DC25]
Generated description
DC25 is the official municipal code assigned to the Amajuba District Municipality in South Africa’s KwaZulu-Natal province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DC25 Target entity description: DC25 is the official municipal code assigned to the Amajuba District Municipality in South Africa’s KwaZulu-Natal province.
-
A.
DC21
DC21 is the official district code designating the Ugu District Municipality in South Africa’s KwaZulu-Natal province.
-
B.
DC3
DC3 is a public community college in Dodge City, Kansas, offering two-year academic and technical programs.
-
C.
DCU
DCU is a modern public university in Dublin, Ireland, known for its focus on innovation, research, and industry-oriented education.
-
D.
DCU
DCU is the common abbreviation for D.C. United, a professional Major League Soccer club based in Washington, D.C.
-
E.
DC35
DC35 is the official municipal code designating the Capricorn District Municipality in South Africa’s Limpopo province.
- 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_69d381aaafc08190af475ef58dc16aba |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d2ee10f88190b1615c49b8f24a26 |
completed | April 7, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71d3f2c2c8190a71e4a896d8753e7 |
completed | April 9, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69d7318402f08190b655bdddbd97ecb9 |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d734473ef48190852dbe48742a4273 |
completed | April 9, 2026, 5:08 a.m. |
Created at: April 6, 2026, 11:44 a.m.