Triple
T20776223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Market Access Group |
E511360
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | MAG |
—
|
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: MAG | Statement: [Market Access Group, abbreviation, MAG]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MAG Context triple: [Market Access Group, abbreviation, MAG]
-
A.
MAG
MAG is a major British airport operator that owns and manages several UK airports, including Manchester Airport.
-
B.
MAG
MAG is the magnetometer instrument aboard the European Space Agency’s Venus Express spacecraft, designed to measure Venus’s magnetic field and its interaction with the solar wind.
-
C.
MAG
MAG is the National Rail station code for Maghull railway station in Merseyside, England.
-
D.
MAG
MAG is the standard abbreviation for a United States Marine Corps aviation unit known as a Marine Aircraft Group.
-
E.
MAG
MAG is the abbreviated name used to represent Magic Gaming, the NBA 2K League affiliate of the Orlando Magic.
- 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: MAG Target entity description: MAG is a business consultancy specializing in helping companies navigate market access, pricing, and reimbursement strategies for their products and services.
-
A.
MAG
MAG is the parent company of Malaysia Airlines and related aviation businesses, overseeing the group’s airline, cargo, and aviation services operations.
-
B.
MAG
MAG is the Multistakeholder Advisory Group that supports and advises the United Nations-convened Internet Governance Forum on its program and agenda.
-
C.
MAG
MAG is an international humanitarian organization that works to clear landmines and unexploded ordnance and make land safe for communities affected by conflict.
-
D.
MAG
MAG is a major British airport operator that owns and manages several UK airports, including Manchester Airport.
-
E.
MAG
MAG is the standard abbreviation for a United States Marine Corps aviation unit known as a Marine Aircraft Group.
- 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_69e0b4cac7a48190a715cb3d545df2b4 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c26b06ac81909aef3b0a0ad79a33 |
completed | April 21, 2026, 12:18 a.m. |
Created at: April 16, 2026, 12:37 p.m.