Triple
T14894776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John C. Malone |
E359842
|
entity |
| Predicate | chairmanOf |
P2537
|
FINISHED |
| Object |
Liberty Broadband
Liberty Broadband is a telecommunications-focused holding company, largely associated with cable and broadband investments, controlled by media mogul John C. Malone.
|
E1125041
|
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: Liberty Broadband | Statement: [John C. Malone, chairmanOf, Liberty Broadband]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberty Broadband Context triple: [John C. Malone, chairmanOf, Liberty Broadband]
-
A.
Charter Communications
Charter Communications is a major American telecommunications and mass media company best known for operating the Spectrum brand of cable television, internet, and phone services.
-
B.
Frontier Communications
Frontier Communications is a U.S.-based telecommunications company that provides internet, phone, and television services, primarily to residential and business customers in rural and suburban areas.
-
C.
Time Warner Cable
Time Warner Cable was a major American cable television and broadband internet service provider that operated independently until its acquisition by Charter Communications in 2016.
-
D.
Altice USA
Altice USA is a major American telecommunications and media company that provides cable television, internet, and phone services under brands such as Optimum.
-
E.
Bell Fibe
Bell Fibe is a Canadian telecommunications service offering high-speed fiber-optic internet and IPTV, marketed under BCE Inc.’s Bell brand.
- 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: Liberty Broadband Triple: [John C. Malone, chairmanOf, Liberty Broadband]
Generated description
Liberty Broadband is a telecommunications-focused holding company, largely associated with cable and broadband investments, controlled by media mogul John C. Malone.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liberty Broadband Target entity description: Liberty Broadband is a telecommunications-focused holding company, largely associated with cable and broadband investments, controlled by media mogul John C. Malone.
-
A.
Charter Communications
Charter Communications is a major American telecommunications and mass media company best known for operating the Spectrum brand of cable television, internet, and phone services.
-
B.
Frontier Communications
Frontier Communications is a U.S.-based telecommunications company that provides internet, phone, and television services, primarily to residential and business customers in rural and suburban areas.
-
C.
Time Warner Cable
Time Warner Cable was a major American cable television and broadband internet service provider that operated independently until its acquisition by Charter Communications in 2016.
-
D.
Altice USA
Altice USA is a major American telecommunications and media company that provides cable television, internet, and phone services under brands such as Optimum.
-
E.
Bell Fibe
Bell Fibe is a Canadian telecommunications service offering high-speed fiber-optic internet and IPTV, marketed under BCE Inc.’s Bell brand.
- 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_69d827980cbc8190a0c569ae3940a1d9 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69ded5f9d10c819091732d7a5a42a682 |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b679fb081908cf8f41acfba3b99 |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6cc2ccb0819081e32dc9d2e3973a |
completed | May 8, 2026, 11:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6d9e9a648190920206c8f75cae2e |
completed | May 8, 2026, 11:11 p.m. |
Created at: April 10, 2026, 2:10 a.m.