Triple
T20866288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Future Shock |
E513770
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | TFS |
—
|
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: TFS | Statement: [Future Shock, hasPart, TFS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TFS Context triple: [Future Shock, hasPart, TFS]
-
A.
TFS
TFS is the IATA airport code for Tenerife South Airport, a major international gateway to Spain’s Canary Islands.
-
B.
TFS
TFS is the Texas A&M Forest Service, a state agency that manages and protects Texas’s forests and related natural resources.
-
C.
306 TFS
306 TFS is a designation commonly used for the 306th Tactical Fighter Squadron, a military aviation unit equipped and trained for tactical fighter operations.
-
D.
301 TFS
301 TFS is the abbreviated designation for the 301st Tactical Fighter Squadron, a military aviation unit specializing in tactical fighter operations.
-
E.
8 TFS
8 TFS is a Japan Air Self-Defense Force fighter squadron known for operating tactical fighter aircraft as part of Japan’s air defense forces.
- 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: TFS Target entity description: TFS is a component or section within Alvin Toffler’s influential futurist work "Future Shock," likely referring to a specific framework or system discussed in the book.
-
A.
TFS
TFS is the IATA airport code for Tenerife South Airport, a major international gateway to Spain’s Canary Islands.
-
B.
TFS
TFS is the Texas A&M Forest Service, a state agency that manages and protects Texas’s forests and related natural resources.
-
C.
306 TFS
306 TFS is a designation commonly used for the 306th Tactical Fighter Squadron, a military aviation unit equipped and trained for tactical fighter operations.
-
D.
301 TFS
301 TFS is the abbreviated designation for the 301st Tactical Fighter Squadron, a military aviation unit specializing in tactical fighter operations.
-
E.
8 TFS
8 TFS is a Japan Air Self-Defense Force fighter squadron known for operating tactical fighter aircraft as part of Japan’s air defense forces.
- 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_69e0b4f675cc8190b4e745225b62eb66 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c460807c8190a337d8cc6c7b1438 |
completed | April 21, 2026, 12:27 a.m. |
Created at: April 16, 2026, 12:45 p.m.