Triple
T5296115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Telico, Texas |
E119858
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
Telico
Telico is a small unincorporated community located in Ellis County, Texas.
|
E508245
|
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: Telico | Statement: [Telico, Texas, abbreviation, Telico]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Telico Context triple: [Telico, Texas, abbreviation, Telico]
-
A.
Opal Telecom
Opal Telecom was a UK-based telecommunications provider that became part of TalkTalk’s business services operations following its acquisition.
-
B.
Southern Telecom
Southern Telecom is a telecommunications subsidiary of Southern Company that provides fiber-optic network and related communication services.
-
C.
Nextel Communications
Nextel Communications was a major U.S. wireless telecommunications company best known for its push-to-talk mobile services before its merger with Sprint.
-
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.
Cincinnati Bell
Cincinnati Bell is a regional telecommunications company based in Cincinnati, Ohio, providing phone, internet, and related services to residential and business customers.
- 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: Telico Triple: [Telico, Texas, abbreviation, Telico]
Generated description
Telico is a small unincorporated community located in Ellis County, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Telico Target entity description: Telico is a small unincorporated community located in Ellis County, Texas.
-
A.
Opal Telecom
Opal Telecom was a UK-based telecommunications provider that became part of TalkTalk’s business services operations following its acquisition.
-
B.
Southern Telecom
Southern Telecom is a telecommunications subsidiary of Southern Company that provides fiber-optic network and related communication services.
-
C.
Nextel Communications
Nextel Communications was a major U.S. wireless telecommunications company best known for its push-to-talk mobile services before its merger with Sprint.
-
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.
Cincinnati Bell
Cincinnati Bell is a regional telecommunications company based in Cincinnati, Ohio, providing phone, internet, and related services to residential and business customers.
- 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_69bd446f22b88190b6a47fb91c68a3e7 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8503cf908190b1f93fb10a33c49c |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf06f8ebe08190b22a1d6733b80d07 |
completed | March 21, 2026, 9 p.m. |
| NEDg | Description generation | batch_69bf078fc07c819080191ec98bca4c71 |
completed | March 21, 2026, 9:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf07e20ad48190ba25294e1971e768 |
completed | March 21, 2026, 9:04 p.m. |
Created at: March 20, 2026, 1:53 p.m.