Triple
T11960800
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Open RAN |
E284663
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Telecom Infra Project
Telecom Infra Project is a global industry consortium that develops and promotes open, disaggregated, and interoperable network infrastructure solutions for telecom operators.
|
E956258
|
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: Telecom Infra Project | Statement: [Open RAN, relatedTo, Telecom Infra Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Telecom Infra Project Context triple: [Open RAN, relatedTo, Telecom Infra Project]
-
A.
BharatNet project
BharatNet project is an Indian government initiative to provide high-speed broadband connectivity to rural areas across the country through an extensive optical fiber network.
-
B.
5G Innovation Centre
The 5G Innovation Centre is a leading research hub focused on developing and testing next-generation 5G and beyond mobile communication technologies.
-
C.
OpenInfra Foundation
The OpenInfra Foundation is a nonprofit organization that supports and stewards open infrastructure projects and communities, including the OpenStack cloud computing platform.
-
D.
Centre for Development of Telematics
The Centre for Development of Telematics (C-DOT) is an Indian government-owned telecommunications technology development center responsible for indigenous research, design, and deployment of telecom solutions.
-
E.
Alliance for Affordable Internet
The Alliance for Affordable Internet is a global coalition of governments, companies, and civil society organizations working to reduce internet costs and expand affordable broadband access in developing and emerging economies.
- 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: Telecom Infra Project Triple: [Open RAN, relatedTo, Telecom Infra Project]
Generated description
Telecom Infra Project is a global industry consortium that develops and promotes open, disaggregated, and interoperable network infrastructure solutions for telecom operators.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Telecom Infra Project Target entity description: Telecom Infra Project is a global industry consortium that develops and promotes open, disaggregated, and interoperable network infrastructure solutions for telecom operators.
-
A.
BharatNet project
BharatNet project is an Indian government initiative to provide high-speed broadband connectivity to rural areas across the country through an extensive optical fiber network.
-
B.
5G Innovation Centre
The 5G Innovation Centre is a leading research hub focused on developing and testing next-generation 5G and beyond mobile communication technologies.
-
C.
OpenInfra Foundation
The OpenInfra Foundation is a nonprofit organization that supports and stewards open infrastructure projects and communities, including the OpenStack cloud computing platform.
-
D.
Centre for Development of Telematics
The Centre for Development of Telematics (C-DOT) is an Indian government-owned telecommunications technology development center responsible for indigenous research, design, and deployment of telecom solutions.
-
E.
Alliance for Affordable Internet
The Alliance for Affordable Internet is a global coalition of governments, companies, and civil society organizations working to reduce internet costs and expand affordable broadband access in developing and emerging economies.
- F. None of above. chosen
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.