Triple
T22631672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TM Forum |
E558568
|
entity |
| Predicate | organizes |
P123
|
FINISHED |
| Object |
Digital Transformation World conference
Digital Transformation World conference is a major global telecom and technology industry event focused on digital transformation, innovation, and collaboration among communications service providers and their partners.
|
E1545546
|
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: Digital Transformation World conference | Statement: [TM Forum, organizes, Digital Transformation World conference]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Digital Transformation World conference Context triple: [TM Forum, organizes, Digital Transformation World conference]
-
A.
IDG World Expo
IDG World Expo is a trade show and conference organizer known for producing major technology events and exhibitions worldwide.
-
B.
Embedded World Exhibition & Conference
Embedded World Exhibition & Conference is a leading international trade fair and conference focused on embedded systems technologies, bringing together industry professionals, researchers, and companies to showcase innovations and discuss trends in hardware, software, and services.
-
C.
The Economist Innovation Summit
The Economist Innovation Summit is an annual conference organized by The Economist that brings together global business leaders, policymakers, and innovators to discuss emerging technologies, disruptive ideas, and the future of innovation.
-
D.
Mobile World Congress 2021
Mobile World Congress 2021 was a major global mobile technology trade show held in 2021 where companies showcased new smartphones, wearables, networks, and related innovations.
-
E.
Informa Connect
Informa Connect is a division of Informa plc that specializes in organizing conferences, exhibitions, training, and digital events across various industries to facilitate professional networking and knowledge sharing.
- 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: Digital Transformation World conference Triple: [TM Forum, organizes, Digital Transformation World conference]
Generated description
Digital Transformation World conference is a major global telecom and technology industry event focused on digital transformation, innovation, and collaboration among communications service providers and their partners.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Digital Transformation World conference Target entity description: Digital Transformation World conference is a major global telecom and technology industry event focused on digital transformation, innovation, and collaboration among communications service providers and their partners.
-
A.
IDG World Expo
IDG World Expo is a trade show and conference organizer known for producing major technology events and exhibitions worldwide.
-
B.
Embedded World Exhibition & Conference
Embedded World Exhibition & Conference is a leading international trade fair and conference focused on embedded systems technologies, bringing together industry professionals, researchers, and companies to showcase innovations and discuss trends in hardware, software, and services.
-
C.
The Economist Innovation Summit
The Economist Innovation Summit is an annual conference organized by The Economist that brings together global business leaders, policymakers, and innovators to discuss emerging technologies, disruptive ideas, and the future of innovation.
-
D.
Mobile World Congress 2021
Mobile World Congress 2021 was a major global mobile technology trade show held in 2021 where companies showcased new smartphones, wearables, networks, and related innovations.
-
E.
Informa Connect
Informa Connect is a division of Informa plc that specializes in organizing conferences, exhibitions, training, and digital events across various industries to facilitate professional networking and knowledge sharing.
- 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_69e245467d9881908d6985bd0db7a1f1 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17009ecb0819082f94505b0e2c5b8 |
completed | April 29, 2026, 2:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b4e0b2dd081909b063c50b18579c4 |
completed | May 18, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_6a0b4ed997448190a6fe89160ccc223b |
completed | May 18, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b4f8600448190a726d0fe91e17cff |
completed | May 18, 2026, 5:42 p.m. |
Created at: April 17, 2026, 3:02 p.m.