Triple

T16973006
Position Surface form Disambiguated ID Type / Status
Subject CBS Sports Network E411733 entity
Predicate ownerOfBrand P5664 FINISHED
Object We Need To Talk
We Need To Talk is a CBS Sports Network studio show notable for featuring an all-female panel of sports broadcasters and analysts.
E1242625 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: We Need To Talk | Statement: [CBS Sports Network, ownerOfBrand, We Need To Talk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: We Need To Talk
Context triple: [CBS Sports Network, ownerOfBrand, We Need To Talk]
  • A. We Need To Talk
    We Need To Talk is the debut studio album by American singer-songwriter Tayla Parx, showcasing her blend of pop, R&B, and contemporary songwriting.
  • B. We Can Talk
    "We Can Talk" is a lively, harmony-rich song by the Canadian-American rock group The Band, showcasing Richard Manuel’s distinctive vocal and songwriting style.
  • C. Can We Talk
    "Can We Talk" is a 1993 R&B ballad, written and produced by Babyface and performed by Tevin Campbell, that became one of the defining slow jams of the decade.
  • D. Let's Talk About It
    "Let's Talk About It" is a track from Clipse’s debut album "Lord Willin'" that showcases the duo’s sharp lyricism over Neptunes-produced beats.
  • E. Talking It Over
    Talking It Over is a novel by British author Julian Barnes that explores a love triangle through multiple, often unreliable first-person narrators.
  • 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: We Need To Talk
Triple: [CBS Sports Network, ownerOfBrand, We Need To Talk]
Generated description
We Need To Talk is a CBS Sports Network studio show notable for featuring an all-female panel of sports broadcasters and analysts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: We Need To Talk
Target entity description: We Need To Talk is a CBS Sports Network studio show notable for featuring an all-female panel of sports broadcasters and analysts.
  • A. We Need To Talk
    We Need To Talk is the debut studio album by American singer-songwriter Tayla Parx, showcasing her blend of pop, R&B, and contemporary songwriting.
  • B. We Can Talk
    "We Can Talk" is a lively, harmony-rich song by the Canadian-American rock group The Band, showcasing Richard Manuel’s distinctive vocal and songwriting style.
  • C. Can We Talk
    "Can We Talk" is a 1993 R&B ballad, written and produced by Babyface and performed by Tevin Campbell, that became one of the defining slow jams of the decade.
  • D. Let's Talk About It
    "Let's Talk About It" is a track from Clipse’s debut album "Lord Willin'" that showcases the duo’s sharp lyricism over Neptunes-produced beats.
  • E. Talking It Over
    Talking It Over is a novel by British author Julian Barnes that explores a love triangle through multiple, often unreliable first-person narrators.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d0ae47f08190a13e98d20aba7f16 completed April 18, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d4738fbc819099e8281ebc777091 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d51835c48190b1a37de6ac25ceaa completed May 10, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_6a00d59b96108190a0e55f01529a0b64 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:31 a.m.