Triple
T22631637
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TM Forum |
E558568
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | TMF |
—
|
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: TMF | Statement: [TM Forum, abbreviation, TMF]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TMF Context triple: [TM Forum, abbreviation, TMF]
-
A.
TFM
TFM is a font metric file format used primarily by TeX to store information about character dimensions and font layout.
-
B.
TMO
TMO is the stock ticker symbol for Thermo Fisher Scientific, a leading global provider of scientific instruments, reagents, and laboratory services.
-
C.
TMB
TMB is the commonly used abbreviation for the Technical Management Board, a governing body that oversees and coordinates technical and standardization activities within its organization.
-
D.
TMB
TMB is the main public transportation operator in the Barcelona metropolitan area, managing the city’s metro and bus networks.
-
E.
TMN
TMN is a standardized framework defined by the ITU for managing and monitoring telecommunication networks and services.
- 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: TMF Target entity description: TMF is the commonly used abbreviation for TM Forum, a global industry association for telecommunications and digital service providers.
-
A.
TFM
TFM is a font metric file format used primarily by TeX to store information about character dimensions and font layout.
-
B.
TMO
TMO is the stock ticker symbol for Thermo Fisher Scientific, a leading global provider of scientific instruments, reagents, and laboratory services.
-
C.
TMB
TMB is the commonly used abbreviation for the Technical Management Board, a governing body that oversees and coordinates technical and standardization activities within its organization.
-
D.
TMB
TMB is the main public transportation operator in the Barcelona metropolitan area, managing the city’s metro and bus networks.
-
E.
TMN
TMN is a standardized framework defined by the ITU for managing and monitoring telecommunication networks and services.
- 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_69e245467d9881908d6985bd0db7a1f1 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17009ecb0819082f94505b0e2c5b8 |
completed | April 29, 2026, 2:42 a.m. |
Created at: April 17, 2026, 3:02 p.m.