Triple

T4386404
Position Surface form Disambiguated ID Type / Status
Subject Fantasia Barrino E99252 entity
Predicate notableWork P4 FINISHED
Object Lose to Win
"Lose to Win" is an R&B song by American singer Fantasia Barrino that reflects on overcoming hardship and personal struggle in relationships.
 E436600 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: Lose to Win | Statement: [Fantasia Barrino, notableWork, Lose to Win]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lose to Win
Context triple: [Fantasia Barrino, notableWork, Lose to Win]
  • A. Defeat Into Victory
    Defeat Into Victory is Field Marshal William Slim’s acclaimed memoir and military history of the Burma Campaign in World War II, widely regarded as a classic study of leadership and modern warfare.
  • B. Nothing to Lose
    Nothing to Lose is a thriller novel by Lee Child featuring his iconic drifter hero Jack Reacher as he investigates a sinister conspiracy in two neighboring Colorado towns.
  • C. Power to Win
    "Power to Win" is the official club song of the Port Adelaide Football Club in the Australian Football League.
  • D. In It to Win It
    "In It to Win It" is a studio album by the American rock band Saliva, showcasing their hard rock and post-grunge sound.
  • E. We Gonna Win
    "We Gonna Win" is a hip-hop influenced violin track by The Hip-Hop Violinist that blends classical string performance with contemporary urban beats.
  • 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: Lose to Win
Triple: [Fantasia Barrino, notableWork, Lose to Win]
Generated description
"Lose to Win" is an R&B song by American singer Fantasia Barrino that reflects on overcoming hardship and personal struggle in relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lose to Win
Target entity description: "Lose to Win" is an R&B song by American singer Fantasia Barrino that reflects on overcoming hardship and personal struggle in relationships.
  • A. Defeat Into Victory
    Defeat Into Victory is Field Marshal William Slim’s acclaimed memoir and military history of the Burma Campaign in World War II, widely regarded as a classic study of leadership and modern warfare.
  • B. Nothing to Lose
    Nothing to Lose is a thriller novel by Lee Child featuring his iconic drifter hero Jack Reacher as he investigates a sinister conspiracy in two neighboring Colorado towns.
  • C. Power to Win
    "Power to Win" is the official club song of the Port Adelaide Football Club in the Australian Football League.
  • D. In It to Win It
    "In It to Win It" is a studio album by the American rock band Saliva, showcasing their hard rock and post-grunge sound.
  • E. We Gonna Win
    "We Gonna Win" is a hip-hop influenced violin track by The Hip-Hop Violinist that blends classical string performance with contemporary urban beats.
  • 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_69b3454f739481909ff6c28331f0c0b9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352669f608190b3aa7030d8073e04 completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e526e35c8190838c59e402da3c89 completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5eeaf35348190a1611f5b04baed1f completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef5c7e0c819080b0e8914dcd6568 completed March 14, 2026, 11:29 p.m.
Created at: March 12, 2026, 11:19 p.m.