Triple

T8764727
Position Surface form Disambiguated ID Type / Status
Subject Daniel Caesar E208307 entity
Predicate associatedAct P37 FINISHED
Object Summer Walker
Summer Walker is an American R&B singer-songwriter known for her emotionally raw lyrics and atmospheric, contemporary soul sound on projects like "Over It."
 E756014 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: Summer Walker | Statement: [Daniel Caesar, associatedAct, Summer Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Summer Walker
Context triple: [Daniel Caesar, associatedAct, Summer Walker]
  • A. Khleo Thomas
    Khleo Thomas is an American actor and rapper best known for playing Zero in the film adaptation of the novel "Holes."
  • B. Tracee Ellis Ross
    Tracee Ellis Ross is an American actress, comedian, and producer best known for her lead role on the television series "Black-ish" and her work as a prominent advocate for diversity and women's empowerment.
  • C. Teyana Taylor
    Teyana Taylor is an American singer, songwriter, dancer, choreographer, actress, and director known for her genre-blending R&B music and highly acclaimed visual and live performances.
  • D. Jasmin Savoy Brown
    Jasmin Savoy Brown is an American actress known for her roles in the psychological drama series "Yellowjackets" and the recent "Scream" films.
  • E. Chlöe Bailey
    Chlöe Bailey is an American singer, songwriter, producer, and actress best known as one half of the R&B duo Chloe x Halle and for her solo music career.
  • 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: Summer Walker
Triple: [Daniel Caesar, associatedAct, Summer Walker]
Generated description
Summer Walker is an American R&B singer-songwriter known for her emotionally raw lyrics and atmospheric, contemporary soul sound on projects like "Over It."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Summer Walker
Target entity description: Summer Walker is an American R&B singer-songwriter known for her emotionally raw lyrics and atmospheric, contemporary soul sound on projects like "Over It."
  • A. Khleo Thomas
    Khleo Thomas is an American actor and rapper best known for playing Zero in the film adaptation of the novel "Holes."
  • B. Tracee Ellis Ross
    Tracee Ellis Ross is an American actress, comedian, and producer best known for her lead role on the television series "Black-ish" and her work as a prominent advocate for diversity and women's empowerment.
  • C. Teyana Taylor
    Teyana Taylor is an American singer, songwriter, dancer, choreographer, actress, and director known for her genre-blending R&B music and highly acclaimed visual and live performances.
  • D. Jasmin Savoy Brown
    Jasmin Savoy Brown is an American actress known for her roles in the psychological drama series "Yellowjackets" and the recent "Scream" films.
  • E. Chlöe Bailey
    Chlöe Bailey is an American singer, songwriter, producer, and actress best known as one half of the R&B duo Chloe x Halle and for her solo music career.
  • 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_69ca835df7e08190ac875664cca8f9ca completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5dfdef9881908a7f079d87e8e338 completed March 31, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf436106708190aedba29e57445303 completed April 3, 2026, 4:34 a.m.
NEDg Description generation batch_69cf4670d7a881908ea2e7e811c0ef46 completed April 3, 2026, 4:47 a.m.
NED2 Entity disambiguation (via description) batch_69cf46c83c68819081fa11981d716597 completed April 3, 2026, 4:49 a.m.
Created at: March 30, 2026, 6:40 p.m.