Triple

T16639450
Position Surface form Disambiguated ID Type / Status
Subject R. City E404291 entity
Predicate collaboratedWith P435 FINISHED
Object Chloe Angelides
Chloe Angelides is an American singer-songwriter and producer known for writing and featuring on pop and electronic dance tracks for artists such as Demi Lovato, Jason Derulo, and Marshmello.
E1226750 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: Chloe Angelides | Statement: [R. City, collaboratedWith, Chloe Angelides]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chloe Angelides
Context triple: [R. City, collaboratedWith, Chloe Angelides]
  • A. Pramila Jayapal
    Pramila Jayapal is a U.S. Representative from Washington known for her leadership on progressive issues such as immigration reform, healthcare, and economic justice.
  • B. Katie Porter
    Katie Porter is a U.S. politician and former law professor known for her tenure as a Democratic congresswoman from California and her sharp, data-driven questioning of corporate and government officials.
  • C. Elizabeth Kucinich
    Elizabeth Kucinich is a British-born advocate and public affairs professional known for her work on peace, social justice, and sustainable food policy, as well as her involvement in U.S. progressive political circles.
  • D. Amy Loughren
    Amy Loughren is a real-life American nurse and whistleblower whose role in exposing serial killer Charles Cullen inspired the central character in the film and book "The Good Nurse."
  • E. Marie Newman
    Marie Newman is an American politician and former U.S. Representative from Illinois known for her progressive positions on issues such as healthcare, LGBTQ+ rights, and economic inequality.
  • 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: Chloe Angelides
Triple: [R. City, collaboratedWith, Chloe Angelides]
Generated description
Chloe Angelides is an American singer-songwriter and producer known for writing and featuring on pop and electronic dance tracks for artists such as Demi Lovato, Jason Derulo, and Marshmello.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chloe Angelides
Target entity description: Chloe Angelides is an American singer-songwriter and producer known for writing and featuring on pop and electronic dance tracks for artists such as Demi Lovato, Jason Derulo, and Marshmello.
  • A. Pramila Jayapal
    Pramila Jayapal is a U.S. Representative from Washington known for her leadership on progressive issues such as immigration reform, healthcare, and economic justice.
  • B. Katie Porter
    Katie Porter is a U.S. politician and former law professor known for her tenure as a Democratic congresswoman from California and her sharp, data-driven questioning of corporate and government officials.
  • C. Elizabeth Kucinich
    Elizabeth Kucinich is a British-born advocate and public affairs professional known for her work on peace, social justice, and sustainable food policy, as well as her involvement in U.S. progressive political circles.
  • D. Amy Loughren
    Amy Loughren is a real-life American nurse and whistleblower whose role in exposing serial killer Charles Cullen inspired the central character in the film and book "The Good Nurse."
  • E. Marie Newman
    Marie Newman is an American politician and former U.S. Representative from Illinois known for her progressive positions on issues such as healthcare, LGBTQ+ rights, and economic inequality.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37acff38081908c8044936b794ce0 completed April 18, 2026, 12:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a2ce64c8190970c86b729a6ff83 completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008b001c988190b0ddec3be0ed6fd0 completed May 10, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_6a008b9a8b6481909df37edcecdd292c completed May 10, 2026, 1:43 p.m.
Created at: April 10, 2026, 5:18 a.m.