Triple
T22470942
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lepelle-Nkumpi Local Municipality |
E555496
|
entity |
| Predicate | municipalCode |
P3943
|
FINISHED |
| Object |
LIM355
LIM355 is the official municipal code assigned to the Lepelle-Nkumpi Local Municipality in South Africa’s Limpopo province.
|
E1538943
|
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: LIM355 | Statement: [Lepelle-Nkumpi Local Municipality, municipalCode, LIM355]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LIM355 Context triple: [Lepelle-Nkumpi Local Municipality, municipalCode, LIM355]
-
A.
LIM351
LIM351 is the official municipal code assigned to the Blouberg Local Municipality in South Africa’s Limpopo province.
-
B.
LIM353
LIM353 is the official municipal code assigned to the Molemole Local Municipality in South Africa’s Limpopo province.
-
C.
LIM
LIM is the IATA airport code for Jorge Chávez International Airport, the main international gateway serving Lima, Peru.
-
D.
Lim-5
The Lim-5 is a Polish-built version of the Soviet MiG-17 jet fighter, produced under license and used primarily by the Polish Air Force during the Cold War.
-
E.
LIMJ
LIMJ is the ICAO airport code for Genoa Cristoforo Colombo Airport, the main international airport serving the city of Genoa in Italy.
- 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: LIM355 Triple: [Lepelle-Nkumpi Local Municipality, municipalCode, LIM355]
Generated description
LIM355 is the official municipal code assigned to the Lepelle-Nkumpi Local Municipality in South Africa’s Limpopo province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LIM355 Target entity description: LIM355 is the official municipal code assigned to the Lepelle-Nkumpi Local Municipality in South Africa’s Limpopo province.
-
A.
LIM351
LIM351 is the official municipal code assigned to the Blouberg Local Municipality in South Africa’s Limpopo province.
-
B.
LIM353
LIM353 is the official municipal code assigned to the Molemole Local Municipality in South Africa’s Limpopo province.
-
C.
LIM
LIM is the IATA airport code for Jorge Chávez International Airport, the main international gateway serving Lima, Peru.
-
D.
Lim-5
The Lim-5 is a Polish-built version of the Soviet MiG-17 jet fighter, produced under license and used primarily by the Polish Air Force during the Cold War.
-
E.
LIMJ
LIMJ is the ICAO airport code for Genoa Cristoforo Colombo Airport, the main international airport serving the city of Genoa in Italy.
- 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_69e11e52c2048190952dc5df209b9bed |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15bdf6dfc8190aa8dc80ad92a9267 |
completed | April 29, 2026, 1:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b12585c348190b78d051b0fc21983 |
completed | May 18, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_6a0b14d8ab4481909d2ace72101c9504 |
completed | May 18, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b158ba2308190ab045ae08facf65e |
completed | May 18, 2026, 1:35 p.m. |
Created at: April 16, 2026, 8:48 p.m.