Triple
T13265639
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nkangala District Municipality |
E315915
|
entity |
| Predicate | hasMunicipalCode |
P3943
|
FINISHED |
| Object |
DC31
DC31 is the official municipal code assigned to the Nkangala District Municipality in South Africa’s Mpumalanga province.
|
E1031198
|
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: DC31 | Statement: [Nkangala District Municipality, hasMunicipalCode, DC31]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DC31 Context triple: [Nkangala District Municipality, hasMunicipalCode, DC31]
-
A.
DC35
DC35 is the official municipal code designating the Capricorn District Municipality in South Africa’s Limpopo province.
-
B.
DC34
DC34 is the official municipal code assigned to the Vhembe District Municipality in South Africa.
-
C.
DC37
DC37 is the official district code designating the Bojanala Platinum District in South Africa’s North West province.
-
D.
DC3
DC3 is a public community college in Dodge City, Kansas, offering two-year academic and technical programs.
-
E.
DC39
DC39 is the official administrative district code assigned to the Dr Ruth Segomotsi Mompati District in South Africa’s North West 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: DC31 Triple: [Nkangala District Municipality, hasMunicipalCode, DC31]
Generated description
DC31 is the official municipal code assigned to the Nkangala District Municipality in South Africa’s Mpumalanga province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DC31 Target entity description: DC31 is the official municipal code assigned to the Nkangala District Municipality in South Africa’s Mpumalanga province.
-
A.
DC35
DC35 is the official municipal code designating the Capricorn District Municipality in South Africa’s Limpopo province.
-
B.
DC34
DC34 is the official municipal code assigned to the Vhembe District Municipality in South Africa.
-
C.
DC37
DC37 is the official district code designating the Bojanala Platinum District in South Africa’s North West province.
-
D.
DC3
DC3 is a public community college in Dodge City, Kansas, offering two-year academic and technical programs.
-
E.
DC39
DC39 is the official administrative district code assigned to the Dr Ruth Segomotsi Mompati District in South Africa’s North West 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_69d806b1d9ac8190852c5571d5bd5f0f |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9901e44bc8190966f87ae219d6bf4 |
completed | April 11, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f70a4ad79c8190b1304942dc48c0ff |
completed | May 3, 2026, 8:41 a.m. |
| NEDg | Description generation | batch_69f70b37ebe081909ed2ae0f42ccad2d |
completed | May 3, 2026, 8:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f70ca343f08190b6484f464ed40810 |
completed | May 3, 2026, 8:51 a.m. |
Created at: April 9, 2026, 9:25 p.m.