Triple

T5866162
Position Surface form Disambiguated ID Type / Status
Subject Omar Samhan E130398 entity
Predicate playedFor P2170 FINISHED
Object 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.
 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 Tropang Texters | Statement: [Omar Samhan, playedFor, Talk 'N Text Tropang Texters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talk 'N Text Tropang Texters
Context triple: [Omar Samhan, playedFor, Talk 'N Text Tropang Texters]
  • A. 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.
  • B. Twilio
    Twilio is a cloud communications platform company that enables developers and businesses to integrate voice, messaging, video, and authentication capabilities into their applications via APIs.
  • C. MTN
    MTN is the IATA airport code for Martin State Airport, a public airport serving the Baltimore, Maryland area.
  • D. MTN
    MTN is the stock ticker symbol for Vail Resorts, a major operator of ski resorts and mountain recreation properties.
  • E. Tel
    Tel is the standard three-letter astronomical abbreviation for the southern constellation Telescopium.
  • 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 Tropang Texters
Triple: [Omar Samhan, playedFor, Talk 'N Text Tropang Texters]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talk 'N Text Tropang Texters
Target entity description: 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.
  • A. 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.
  • B. Twilio
    Twilio is a cloud communications platform company that enables developers and businesses to integrate voice, messaging, video, and authentication capabilities into their applications via APIs.
  • C. MTN
    MTN is the IATA airport code for Martin State Airport, a public airport serving the Baltimore, Maryland area.
  • D. MTN
    MTN is the stock ticker symbol for Vail Resorts, a major operator of ski resorts and mountain recreation properties.
  • E. Tel
    Tel is the standard three-letter astronomical abbreviation for the southern constellation Telescopium.
  • 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_69c0085047dc8190af24e311edad3c07 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c035c10648819098c638cdc2084c80 completed March 22, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1cd307c8190bbb6f5749b30c538 completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a258fa208190a06b457e7856c338 completed March 23, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69c0a310d2d08190a8dab95f9eef2815 completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:56 p.m.