Triple
T9121941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uThukela District Municipality |
E218873
|
entity |
| Predicate | hasMunicipalCode |
P3943
|
FINISHED |
| Object |
DC23
DC23 is the official municipal code assigned to the uThukela District Municipality in South Africa’s KwaZulu-Natal province.
|
E779578
|
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: DC23 | Statement: [uThukela District Municipality, hasMunicipalCode, DC23]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DC23 Context triple: [uThukela District Municipality, hasMunicipalCode, DC23]
-
A.
The New 52
The New 52 was DC Comics’ 2011 line-wide relaunch that rebooted and modernized its superhero universe with 52 ongoing titles and revised character histories.
-
B.
Mister Miracle
Mister Miracle is a DC Comics superhero and master escape artist created by Jack Kirby as part of his Fourth World saga.
-
C.
Blackest Night
Blackest Night is a major DC Comics crossover event centered on the Green Lantern mythos, in which dead heroes and villains are resurrected as Black Lanterns to wage a cosmic war fueled by the emotional spectrum.
-
D.
New Earth
New Earth is the renewed, perfected creation in Christian eschatology where the redeemed will dwell eternally in God’s presence.
-
E.
DCU
DCU is a modern public university in Dublin, Ireland, known for its focus on innovation, research, and industry-oriented education.
- 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: DC23 Triple: [uThukela District Municipality, hasMunicipalCode, DC23]
Generated description
DC23 is the official municipal code assigned to the uThukela District Municipality in South Africa’s KwaZulu-Natal province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DC23 Target entity description: DC23 is the official municipal code assigned to the uThukela District Municipality in South Africa’s KwaZulu-Natal province.
-
A.
The New 52
The New 52 was DC Comics’ 2011 line-wide relaunch that rebooted and modernized its superhero universe with 52 ongoing titles and revised character histories.
-
B.
Mister Miracle
Mister Miracle is a DC Comics superhero and master escape artist created by Jack Kirby as part of his Fourth World saga.
-
C.
Blackest Night
Blackest Night is a major DC Comics crossover event centered on the Green Lantern mythos, in which dead heroes and villains are resurrected as Black Lanterns to wage a cosmic war fueled by the emotional spectrum.
-
D.
New Earth
New Earth is the renewed, perfected creation in Christian eschatology where the redeemed will dwell eternally in God’s presence.
-
E.
DCU
DCU is a modern public university in Dublin, Ireland, known for its focus on innovation, research, and industry-oriented education.
- 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_69ca83dddd548190983b96c664f7f367 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8b46dac8190bde88205c85f596a |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0308ff628819083f02bf71eb40c5b |
completed | April 3, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69d0318ef52c8190bfa0bef6a8d41daa |
completed | April 3, 2026, 9:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d03571c4648190bd546152c61c55a5 |
completed | April 3, 2026, 9:47 p.m. |
Created at: March 30, 2026, 7:17 p.m.