Triple
T1077297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UMTS |
E23867
|
entity |
| Predicate | evolvedTo |
P1245
|
FINISHED |
| Object | LTE |
E23868
|
NE FINISHED |
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: LTE | Statement: [UMTS, evolvedTo, LTE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LTE Context triple: [UMTS, evolvedTo, LTE]
-
A.
LTE
chosen
LTE (Long Term Evolution) is a high-speed wireless communication standard for mobile devices and data terminals, widely used as the foundation of 4G cellular networks.
-
B.
UMTS
UMTS is a third-generation (3G) mobile telecommunications system that provides higher-speed voice and data services over cellular networks.
-
C.
Mobile Networks
Mobile Networks is a Nokia business segment focused on providing mobile telecommunications infrastructure, technologies, and services for wireless network operators.
-
D.
3rd Generation Partnership Project
The 3rd Generation Partnership Project (3GPP) is a global collaboration of telecommunications organizations that develops and maintains technical specifications and standards for mobile communication systems, including 3G, 4G LTE, and 5G.
-
E.
IEEE 802.20
IEEE 802.20 is a wireless broadband standard designed to support high-mobility mobile Internet access over metropolitan-scale networks.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: evolvedTo Context triple: [UMTS, evolvedTo, LTE]
-
A.
developedFrom
chosen
Indicates that one entity originates, evolves, or is derived from another as its source or precursor.
-
B.
emergedFrom
Indicates that one entity originated, arose, or came forth from another entity or source.
-
C.
originSpecies
Indicates that one entity is the original or source species from which another entity is derived, evolved, or produced.
-
D.
isVersionOf
Indicates that one entity is a particular version, edition, or variant derived from another entity.
-
E.
citedAsPrecursorOf
Indicates that one entity is referenced or recognized as an earlier work, influence, or foundation that contributed to the development of another entity.
- F. None of above.
Provenance (4 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_69a493f1ddf48190a99d54b00e99f8ce |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b94288d88190aae4fb86236c0702 |
completed | March 1, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac42abc7a08190a34f5b2d393db30e |
completed | March 7, 2026, 3:22 p.m. |
| PD | Predicate disambiguation | batch_69a4b73ba8208190be7f3cef8c18689b |
completed | March 1, 2026, 10:01 p.m. |
Created at: March 1, 2026, 7:42 p.m.