Triple

T21729013
Position Surface form Disambiguated ID Type / Status
Subject Big D.O.L.L.A. E536349 entity
Predicate hasTrack P3284 FINISHED
Object Talk Less
"Talk Less" is a hip-hop track by NBA star and rapper Damian Lillard, who records music under the stage name Big D.O.L.L.A.
E1500227 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 Less | Statement: [Big D.O.L.L.A., hasTrack, Talk Less]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talk Less
Context triple: [Big D.O.L.L.A., hasTrack, Talk Less]
  • A. Say Less
    "Say Less" is an energetic electronic dance track by American DJ and producer Dillon Francis, known for its heavy bass, festival-ready drops, and playful party vibe.
  • B. How to Talk
    "How to Talk" is a track by rapper Lil Uzi Vert from his studio album "Luv Is Rage 2," showcasing his melodic trap style and emotionally charged lyrics.
  • C. No Long Talk
    "No Long Talk" is a track by Canadian rapper Drake featuring British rapper Giggs from his 2017 playlist project *More Life*, known for its gritty delivery and UK-influenced sound.
  • D. Talk That
    "Talk That" is a track by Snoop Dogg featured on his 2011 studio album *Doggumentary*.
  • E. Talk To Me
    "Talk To Me" is a 2022 Australian supernatural horror film about teenagers using a mysterious embalmed hand to communicate with spirits, directed by Danny and Michael Philippou.
  • 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 Less
Triple: [Big D.O.L.L.A., hasTrack, Talk Less]
Generated description
"Talk Less" is a hip-hop track by NBA star and rapper Damian Lillard, who records music under the stage name Big D.O.L.L.A.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talk Less
Target entity description: "Talk Less" is a hip-hop track by NBA star and rapper Damian Lillard, who records music under the stage name Big D.O.L.L.A.
  • A. Say Less
    "Say Less" is an energetic electronic dance track by American DJ and producer Dillon Francis, known for its heavy bass, festival-ready drops, and playful party vibe.
  • B. How to Talk
    "How to Talk" is a track by rapper Lil Uzi Vert from his studio album "Luv Is Rage 2," showcasing his melodic trap style and emotionally charged lyrics.
  • C. No Long Talk
    "No Long Talk" is a track by Canadian rapper Drake featuring British rapper Giggs from his 2017 playlist project *More Life*, known for its gritty delivery and UK-influenced sound.
  • D. Talk That
    "Talk That" is a track by Snoop Dogg featured on his 2011 studio album *Doggumentary*.
  • E. Talk To Me
    "Talk To Me" is a 2022 Australian supernatural horror film about teenagers using a mysterious embalmed hand to communicate with spirits, directed by Danny and Michael Philippou.
  • 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_69e0c46d3284819099a4f9d5a704eb95 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69effd04c9648190922e8fa7c74ac1b5 completed April 28, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2ece628c8190b189516764b2ecdb completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a32fb6c2c81908ecdcf3acad3cf36 completed May 17, 2026, 9:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0a33b435e08190a595c32a3747d1fd completed May 17, 2026, 9:31 p.m.
Created at: April 16, 2026, 6:48 p.m.