Triple
T19638101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mfuwe Airport |
E471455
|
entity |
| Predicate | IATA code |
P2569
|
FINISHED |
| Object |
MFU
MFU is the IATA airport code for Mfuwe Airport, a regional gateway to South Luangwa National Park in Zambia.
|
E1387460
|
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: MFU | Statement: [Mfuwe Airport, IATA code, MFU]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MFU Context triple: [Mfuwe Airport, IATA code, MFU]
-
A.
MUF
MUF is the youth wing of Sweden's Moderate Party, engaging young people in center-right politics and policy issues.
-
B.
MF
MF is the two-letter ISO 3166-1 alpha-2 country code assigned to the French overseas collectivity of Saint Martin.
-
C.
MF
MF is the two-letter IATA airline designator assigned to XiamenAir, a major Chinese carrier based in Xiamen.
-
D.
MF
MF is the commonly used abbreviation for Poland’s Ministry of Finance, the government body responsible for the country’s fiscal and economic policy.
-
E.
MFH
MFH is the National Rail station code for Milford Haven railway station in Pembrokeshire, Wales.
- 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: MFU Triple: [Mfuwe Airport, IATA code, MFU]
Generated description
MFU is the IATA airport code for Mfuwe Airport, a regional gateway to South Luangwa National Park in Zambia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MFU Target entity description: MFU is the IATA airport code for Mfuwe Airport, a regional gateway to South Luangwa National Park in Zambia.
-
A.
MUF
MUF is the youth wing of Sweden's Moderate Party, engaging young people in center-right politics and policy issues.
-
B.
MF
MF is the two-letter IATA airline designator assigned to XiamenAir, a major Chinese carrier based in Xiamen.
-
C.
MF
MF is the two-letter ISO 3166-1 alpha-2 country code assigned to the French overseas collectivity of Saint Martin.
-
D.
MF
MF is the commonly used abbreviation for Poland’s Ministry of Finance, the government body responsible for the country’s fiscal and economic policy.
-
E.
MFH
MFH is the National Rail station code for Milford Haven railway station in Pembrokeshire, Wales.
- 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_69d8e511f28481909f4bc3ea9191e54a |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e64107f3fc8190ace6ae67287d280c |
completed | April 20, 2026, 3:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a077ee4e2e08190a3f9faa22402817f |
completed | May 15, 2026, 8:15 p.m. |
| NEDg | Description generation | batch_6a077f74e4fc81909fd1c65af64ba68f |
completed | May 15, 2026, 8:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0780e305f08190805e21212dec0b39 |
completed | May 15, 2026, 8:24 p.m. |
Created at: April 10, 2026, 1:44 p.m.