Triple
T2724720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Master Switch: The Rise and Fall of Information Empires |
E60162
|
entity |
| Predicate | notableCaseStudy |
P2398
|
FINISHED |
| Object | AT&T |
E89783
|
NE FINISHED |
How this triple was built (3 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: AT&T | Statement: [The Master Switch: The Rise and Fall of Information Empires, notableCaseStudy, AT&T]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AT&T Context triple: [The Master Switch: The Rise and Fall of Information Empires, notableCaseStudy, AT&T]
-
A.
AT&T
chosen
AT&T is a major American telecommunications conglomerate known for providing wireless, internet, and media services nationwide.
-
B.
Verizon
Verizon is a major American telecommunications company providing wireless, internet, and related communication services across the United States and globally.
-
C.
Ameritech
Ameritech was a regional telecommunications company formed after the breakup of AT&T’s Bell System, serving the Midwestern United States with local and long-distance phone services.
-
D.
Alltel
Alltel was a major American wireless telecommunications company that provided mobile phone services across numerous U.S. states before being largely acquired by Verizon Wireless.
-
E.
T-Mobile US
T-Mobile US is a major American wireless network operator known for its nationwide mobile phone services and aggressive “Un-carrier” marketing strategy.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableCaseStudy Context triple: [The Master Switch: The Rise and Fall of Information Empires, notableCaseStudy, AT&T]
-
A.
hasCaseStudy
chosen
Indicates that one entity is documented, illustrated, or analyzed by a specific case study associated with it.
-
B.
notableReport
Indicates that an entity has produced, authored, or is otherwise associated with a report that is considered notable or significant.
-
C.
notableSupremeCourtCase
Indicates that a legal case is recognized as a significant or influential decision by the Supreme Court.
-
D.
notableLegalWork
Indicates that an entity is recognized for significant contributions, cases, or achievements within the field of law.
-
E.
notableExampleAt
Indicates that something serves as a prominent or illustrative example of something else in a particular context or location.
- F. None of above.
Provenance (4 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_69ab4b746d248190958e052045c09255 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdacc0a6881909b64a4d22e1d7690 |
completed | March 7, 2026, 7:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc033d94481908e4709529ab93442 |
completed | March 10, 2026, 6:54 a.m. |
| PD | Predicate disambiguation | batch_69abd82586f88190a98f60d3247fe2d3 |
completed | March 7, 2026, 7:47 a.m. |
Created at: March 6, 2026, 9:55 p.m.