Triple
T22631656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TM Forum |
E558568
|
entity |
| Predicate | hasStandard |
P1371
|
FINISHED |
| Object | TM Forum Open APIs |
—
|
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: TM Forum Open APIs | Statement: [TM Forum, hasStandard, TM Forum Open APIs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TM Forum Open APIs Context triple: [TM Forum, hasStandard, TM Forum Open APIs]
-
A.
TM Forum
TM Forum is a global industry association that provides standards, frameworks, and collaboration platforms for digital service providers and their technology partners, particularly in the telecommunications sector.
-
B.
Open Telecom Platform
Open Telecom Platform is a collection of Erlang libraries and tools for building scalable, fault-tolerant distributed systems.
-
C.
Open telecom solutions
Open telecom solutions are interoperable, software-driven networking and communication platforms that use open standards and architectures to build flexible, cost-effective telecom infrastructure.
-
D.
TIBCO API Management
TIBCO API Management is a software platform that enables organizations to design, secure, manage, and monitor APIs across their enterprise and cloud environments.
-
E.
Outapi
Outapi is a small town in northern Namibia that serves as the administrative and commercial center of the Omusati Region.
- 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: TM Forum Open APIs Target entity description: TM Forum Open APIs are a suite of standardized, REST-based interfaces designed to enable interoperability and integration across digital service provider and telecom ecosystems.
-
A.
TM Forum
chosen
TM Forum is a global industry association that provides standards, frameworks, and collaboration platforms for digital service providers and their technology partners, particularly in the telecommunications sector.
-
B.
Open Telecom Platform
Open Telecom Platform is a collection of Erlang libraries and tools for building scalable, fault-tolerant distributed systems.
-
C.
Open telecom solutions
Open telecom solutions are interoperable, software-driven networking and communication platforms that use open standards and architectures to build flexible, cost-effective telecom infrastructure.
-
D.
TIBCO API Management
TIBCO API Management is a software platform that enables organizations to design, secure, manage, and monitor APIs across their enterprise and cloud environments.
-
E.
Outapi
Outapi is a small town in northern Namibia that serves as the administrative and commercial center of the Omusati Region.
- F. None of above.
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.