Triple

T11960799
Position Surface form Disambiguated ID Type / Status
Subject Open RAN E284663 entity
Predicate relatedTo P37 FINISHED
Object O-RAN Alliance
The O-RAN Alliance is an industry consortium that develops open, interoperable standards and reference designs for radio access networks to enable a more flexible, vendor-neutral 5G ecosystem.
E284663 NE FINISHED

How this triple was built (4 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: O-RAN Alliance | Statement: [Open RAN, relatedTo, O-RAN Alliance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: O-RAN Alliance
Context triple: [Open RAN, relatedTo, O-RAN Alliance]
  • A. Open RAN
    Open RAN is a mobile network architecture approach that uses open, interoperable interfaces and disaggregated hardware and software to increase flexibility, competition, and innovation in radio access networks.
  • B. Radisys
    Radisys is a U.S.-based telecommunications solutions company known for providing open telecom and digital infrastructure platforms to service providers and network operators worldwide.
  • C. Aurora Network
    Aurora Network is a European university alliance focused on collaboration in research, education, and innovation among its member institutions.
  • D. ONAP
    ONAP (Open Network Automation Platform) is an open-source platform for real-time, policy-driven orchestration and automation of physical and virtual network functions, widely used by telecom operators to manage complex networks.
  • E. Alliance for Telecommunications Industry Solutions
    The Alliance for Telecommunications Industry Solutions is a U.S.-based standards development organization that creates technical and operational standards for the global information and communications technology industry.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: O-RAN Alliance
Triple: [Open RAN, relatedTo, O-RAN Alliance]
Generated description
The O-RAN Alliance is an industry consortium that develops open, interoperable standards and reference designs for radio access networks to enable a more flexible, vendor-neutral 5G ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: O-RAN Alliance
Target entity description: The O-RAN Alliance is an industry consortium that develops open, interoperable standards and reference designs for radio access networks to enable a more flexible, vendor-neutral 5G ecosystem.
  • A. Open RAN chosen
    Open RAN is a mobile network architecture approach that uses open, interoperable interfaces and disaggregated hardware and software to increase flexibility, competition, and innovation in radio access networks.
  • B. Radisys
    Radisys is a U.S.-based telecommunications solutions company known for providing open telecom and digital infrastructure platforms to service providers and network operators worldwide.
  • C. Aurora Network
    Aurora Network is a European university alliance focused on collaboration in research, education, and innovation among its member institutions.
  • D. ONAP
    ONAP (Open Network Automation Platform) is an open-source platform for real-time, policy-driven orchestration and automation of physical and virtual network functions, widely used by telecom operators to manage complex networks.
  • E. Alliance for Telecommunications Industry Solutions
    The Alliance for Telecommunications Industry Solutions is a U.S.-based standards development organization that creates technical and operational standards for the global information and communications technology industry.
  • F. None of above.

Provenance (5 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_69d6ab2eaeb881909f7914758f859413 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9036941948190b150369094551731 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4592fa9a48190a0450e3d0c57c4d3 completed May 1, 2026, 7:41 a.m.
NEDg Description generation batch_69f4645ef63881909b46937f73d637a3 completed May 1, 2026, 8:29 a.m.
NED2 Entity disambiguation (via description) batch_69f465be4db08190882898a17d077019 completed May 1, 2026, 8:35 a.m.
Created at: April 8, 2026, 9:45 p.m.