Triple
T17577697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Municipal Finance Management Act |
E428114
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object | MFMA |
—
|
NE NERFINISHED |
How this triple was built (3 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: MFMA | Statement: [Municipal Finance Management Act, shortName, MFMA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MFMA Context triple: [Municipal Finance Management Act, shortName, MFMA]
-
A.
FAMM
FAMM is an independent British record label and management company best known for releasing the music of singer Jorja Smith.
-
B.
FMA
FMA is an acronym commonly used for Fault Management Architecture, a system framework for detecting, diagnosing, and resolving hardware and software faults in computing environments.
-
C.
MFAA
MFAA refers to the Monuments, Fine Arts, and Archives program, a World War II–era Allied initiative dedicated to protecting and recovering cultural property and artworks in war-torn Europe.
-
D.
MF
MF is the two-letter IATA airline designator assigned to XiamenAir, a major Chinese carrier based in Xiamen.
-
E.
MF
MF is the two-letter ISO 3166-1 alpha-2 country code assigned to the French overseas collectivity of Saint Martin.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MFMA Target entity description: MFMA is a South African law that governs how municipalities manage and report on their finances to ensure transparency, accountability, and sound fiscal management.
-
A.
FAMM
FAMM is an independent British record label and management company best known for releasing the music of singer Jorja Smith.
-
B.
FMA
FMA is an acronym commonly used for Fault Management Architecture, a system framework for detecting, diagnosing, and resolving hardware and software faults in computing environments.
-
C.
MFAA
MFAA refers to the Monuments, Fine Arts, and Archives program, a World War II–era Allied initiative dedicated to protecting and recovering cultural property and artworks in war-torn Europe.
-
D.
MF
MF is the two-letter IATA airline designator assigned to XiamenAir, a major Chinese carrier based in Xiamen.
-
E.
MF
MF is the two-letter ISO 3166-1 alpha-2 country code assigned to the French overseas collectivity of Saint Martin.
- F. None of above. chosen
Provenance (2 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_69d889e0385081908a04b66f4dd4bd0d |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e463cb40088190b726f2c026358cf2 |
completed | April 19, 2026, 5:10 a.m. |
Created at: April 10, 2026, 5:50 a.m.