Triple
T14376723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Opal Telecom |
E356493
|
entity |
| Predicate | mergedInto |
P77
|
FINISHED |
| Object | TalkTalk Business |
E1095924
|
NE FINISHED |
How this triple was built (2 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 | Statement: [Opal Telecom, mergedInto, TalkTalk Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TalkTalk Business Context triple: [Opal Telecom, mergedInto, TalkTalk Business]
-
A.
TalkTalk
TalkTalk is a UK-based telecommunications company that provides broadband, TV, and phone services to residential and business customers.
-
B.
Talk
"Talk" is a hit R&B/pop single by American singer Khalid, known for its smooth production and introspective lyrics about communication in relationships.
-
C.
Talk That
"Talk That" is a track by Snoop Dogg featured on his 2011 studio album *Doggumentary*.
-
D.
TalkTalk business services operations
chosen
TalkTalk business services operations is the enterprise-focused division of TalkTalk Group that provides telecommunications and network solutions to business customers in the UK.
-
E.
Commercial Dialogue
Commercial Dialogue is a high-level bilateral forum that facilitates trade and investment cooperation between India and the United States.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69fd551002948190aeb93d245e1449a7 |
completed | May 8, 2026, 3:14 a.m. |
Created at: April 10, 2026, 1:16 a.m.