Triple
T14376715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Opal Telecom |
E356493
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
TalkTalk business services operations
TalkTalk business services operations is the enterprise-focused division of TalkTalk Group that provides telecommunications and network solutions to business customers in the UK.
|
E1095924
|
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: TalkTalk business services operations | Statement: [Opal Telecom, partOf, TalkTalk business services operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TalkTalk business services operations Context triple: [Opal Telecom, partOf, TalkTalk business services operations]
-
A.
Business Center
Business Center is a World Resources Institute program that engages companies to advance sustainable business practices and environmental responsibility.
-
B.
Commercial Activities Service
The Commercial Activities Service is a unit that manages and coordinates business-related support functions and services within the United Nations system.
-
C.
Service Operation
Service Operation is the ITIL v3 lifecycle stage focused on managing and delivering IT services on a day-to-day basis to ensure agreed service levels are met.
-
D.
BT Business
BT Business is the business-focused division of BT Group that provides communications and IT services to corporate and public sector customers.
-
E.
TARGET Services
TARGET Services is a component of the Eurosystem’s TARGET infrastructure that provides core financial market services such as real-time gross settlement, securities settlement, and collateral management for euro-denominated transactions.
- 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: TalkTalk business services operations Triple: [Opal Telecom, partOf, TalkTalk business services operations]
Generated description
TalkTalk business services operations is the enterprise-focused division of TalkTalk Group that provides telecommunications and network solutions to business customers in the UK.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TalkTalk business services operations Target entity description: TalkTalk business services operations is the enterprise-focused division of TalkTalk Group that provides telecommunications and network solutions to business customers in the UK.
-
A.
Business Center
Business Center is a World Resources Institute program that engages companies to advance sustainable business practices and environmental responsibility.
-
B.
Commercial Activities Service
The Commercial Activities Service is a unit that manages and coordinates business-related support functions and services within the United Nations system.
-
C.
Service Operation
Service Operation is the ITIL v3 lifecycle stage focused on managing and delivering IT services on a day-to-day basis to ensure agreed service levels are met.
-
D.
BT Business
BT Business is the business-focused division of BT Group that provides communications and IT services to corporate and public sector customers.
-
E.
TARGET Services
TARGET Services is a component of the Eurosystem’s TARGET infrastructure that provides core financial market services such as real-time gross settlement, securities settlement, and collateral management for euro-denominated transactions.
- 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_69d8279163a081908aec45c0e3f1e02f |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de900949fc81909be0da1734c46645 |
completed | April 14, 2026, 7:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c5728fc819089ef3c7c34b10101 |
completed | May 8, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69fd4e4bae188190a8d1c5b833d58cd8 |
completed | May 8, 2026, 2:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4f5782b4819081d32dbef032ac61 |
completed | May 8, 2026, 2:49 a.m. |
Created at: April 10, 2026, 1:16 a.m.