Triple

T4877244
Position Surface form Disambiguated ID Type / Status
Subject Keyshia Cole E109233 entity
Predicate notableWork P4 FINISHED
Object Point of No Return
"Point of No Return" is a 2014 R&B studio album by American singer Keyshia Cole, known for its themes of heartbreak, resilience, and emotional vulnerability.
E477557 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: Point of No Return | Statement: [Keyshia Cole, notableWork, Point of No Return]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Point of No Return
Context triple: [Keyshia Cole, notableWork, Point of No Return]
  • A. Point of No Return
    Point of No Return is a 1993 American action thriller film, a remake of the French movie La Femme Nikita, in which Bridget Fonda plays a convicted criminal turned government assassin.
  • B. The Turning Point
    The Turning Point is a 1977 American drama film about the world of professional ballet, noted for its performances by Shirley MacLaine, Anne Bancroft, and Mikhail Baryshnikov.
  • C. Bridge of No Return
    The Bridge of No Return is a historic and symbolic crossing in the Korean Demilitarized Zone where prisoner exchanges between North and South Korea once took place, marking a poignant boundary between the two nations.
  • D. Vantage Point
    Vantage Point is a 2008 political action-thriller film, starring Matthew Fox among an ensemble cast, that reconstructs an assassination attempt on the U.S. President from multiple characters’ perspectives.
  • E. The Point of Departure
    The Point of Departure is a political memoir by British Labour politician Robin Cook, reflecting on his resignation over the Iraq War and his critique of New Labour’s foreign policy.
  • 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: Point of No Return
Triple: [Keyshia Cole, notableWork, Point of No Return]
Generated description
"Point of No Return" is a 2014 R&B studio album by American singer Keyshia Cole, known for its themes of heartbreak, resilience, and emotional vulnerability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Point of No Return
Target entity description: "Point of No Return" is a 2014 R&B studio album by American singer Keyshia Cole, known for its themes of heartbreak, resilience, and emotional vulnerability.
  • A. Point of No Return
    Point of No Return is a 1993 American action thriller film, a remake of the French movie La Femme Nikita, in which Bridget Fonda plays a convicted criminal turned government assassin.
  • B. The Turning Point
    The Turning Point is a 1977 American drama film about the world of professional ballet, noted for its performances by Shirley MacLaine, Anne Bancroft, and Mikhail Baryshnikov.
  • C. Bridge of No Return
    The Bridge of No Return is a historic and symbolic crossing in the Korean Demilitarized Zone where prisoner exchanges between North and South Korea once took place, marking a poignant boundary between the two nations.
  • D. Vantage Point
    Vantage Point is a 2008 political action-thriller film, starring Matthew Fox among an ensemble cast, that reconstructs an assassination attempt on the U.S. President from multiple characters’ perspectives.
  • E. The Point of Departure
    The Point of Departure is a political memoir by British Labour politician Robin Cook, reflecting on his resignation over the Iraq War and his critique of New Labour’s foreign policy.
  • 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_69bd440e9d64819083e82cf33b4d9570 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6dbbc734819083b28a022e5690d6 completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67fc50cc819083a475a1de914670 completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be6c25d3448190b2589959a2f221c8 completed March 21, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_69be6cf6662c8190bc1b94766c5da1e9 completed March 21, 2026, 10:03 a.m.
Created at: March 20, 2026, 1:27 p.m.