Triple
T22271234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talk 'N Text Tropang Texters |
E550480
|
entity |
| Predicate | sponsor |
P67
|
FINISHED |
| Object |
Talk 'N Text mobile service
Talk 'N Text mobile service is a Philippine prepaid mobile telecommunications brand known for offering affordable call, text, and data services to mass-market consumers.
|
E550480
|
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: Talk 'N Text mobile service | Statement: [Talk 'N Text Tropang Texters, sponsor, Talk 'N Text mobile service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talk 'N Text mobile service Context triple: [Talk 'N Text Tropang Texters, sponsor, Talk 'N Text mobile service]
-
A.
Talk 'N Text Tropang Texters
Talk 'N Text Tropang Texters is a professional basketball team in the Philippine Basketball Association (PBA), known for its multiple championships and corporate backing by the PLDT group.
-
B.
Smart Communications
Smart Communications is a major Philippine telecommunications company providing mobile, internet, and digital communication services nationwide.
-
C.
Smart Telecom
Smart Telecom is a Nepalese telecommunications company that operates as one of the country’s major mobile network providers.
-
D.
Mobily
Mobily is a major Saudi Arabian telecommunications company providing mobile and internet services across the Kingdom.
-
E.
T-Mo
T-Mo is an American rapper best known as a member of the Atlanta hip hop group Goodie Mob and the larger Dungeon Family collective.
- 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: Talk 'N Text mobile service Triple: [Talk 'N Text Tropang Texters, sponsor, Talk 'N Text mobile service]
Generated description
Talk 'N Text mobile service is a Philippine prepaid mobile telecommunications brand known for offering affordable call, text, and data services to mass-market consumers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talk 'N Text mobile service Target entity description: Talk 'N Text mobile service is a Philippine prepaid mobile telecommunications brand known for offering affordable call, text, and data services to mass-market consumers.
-
A.
Talk 'N Text Tropang Texters
chosen
Talk 'N Text Tropang Texters is a professional basketball team in the Philippine Basketball Association (PBA), known for its multiple championships and corporate backing by the PLDT group.
-
B.
Smart Communications
Smart Communications is a major Philippine telecommunications company providing mobile, internet, and digital communication services nationwide.
-
C.
Smart Telecom
Smart Telecom is a Nepalese telecommunications company that operates as one of the country’s major mobile network providers.
-
D.
Mobily
Mobily is a major Saudi Arabian telecommunications company providing mobile and internet services across the Kingdom.
-
E.
T-Mo
T-Mo is an American rapper best known as a member of the Atlanta hip hop group Goodie Mob and the larger Dungeon Family collective.
- F. None of above.
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_69e11e43d8208190aff4f9cf7f2c2a8a |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f141c056cc819088dae6f2b9a1d526 |
completed | April 28, 2026, 11:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0acc8bb0a88190a8da7d27af71dc95 |
completed | May 18, 2026, 8:23 a.m. |
| NEDg | Description generation | batch_6a0acd9deed081908918511b31292add |
completed | May 18, 2026, 8:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ace5e9b948190bd4fb7092e6fb62e |
completed | May 18, 2026, 8:31 a.m. |
Created at: April 16, 2026, 8:40 p.m.