Triple

T3610149
Position Surface form Disambiguated ID Type / Status
Subject Roma (2018 film) E76465 entity
Predicate mainCharacter P1183 FINISHED
Object Cleo
Cleo is the indigenous live-in housekeeper and emotional center of Alfonso Cuarón’s film "Roma," whose personal struggles unfold against the backdrop of 1970s Mexico City.
 E373949 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: Cleo | Statement: [Roma (2018 film), mainCharacter, Cleo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cleo
Context triple: [Roma (2018 film), mainCharacter, Cleo]
  • A. Cleo
    Cleo is a key supporting character in the musical "The Most Happy Fella," often portrayed as a lively, comedic waitress and confidante.
  • B. Lucilla
    Lucilla was a Roman imperial princess and daughter of Emperor Marcus Aurelius who became Empress as the wife of Lucius Verus and was later implicated in a plot against her brother Commodus.
  • C. Sophia
    Sophia of the Palatinate was a 17th-century German princess and Electress of Hanover, best known as the mother of King George I of Great Britain and a key figure in the Protestant succession to the British throne.
  • D. Sophia
    Sophia is a person whose given name is used in the full name Sophia Chew Nicklin Dallas.
  • E. Sophia
    Sophia is a small town located in Raleigh County in the southern part of West Virginia, United States.
  • 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: Cleo
Triple: [Roma (2018 film), mainCharacter, Cleo]
Generated description
Cleo is the indigenous live-in housekeeper and emotional center of Alfonso Cuarón’s film "Roma," whose personal struggles unfold against the backdrop of 1970s Mexico City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cleo
Target entity description: Cleo is the indigenous live-in housekeeper and emotional center of Alfonso Cuarón’s film "Roma," whose personal struggles unfold against the backdrop of 1970s Mexico City.
  • A. Cleo
    Cleo is a key supporting character in the musical "The Most Happy Fella," often portrayed as a lively, comedic waitress and confidante.
  • B. Lucilla
    Lucilla was a Roman imperial princess and daughter of Emperor Marcus Aurelius who became Empress as the wife of Lucius Verus and was later implicated in a plot against her brother Commodus.
  • C. Sophia
    Sophia of the Palatinate was a 17th-century German princess and Electress of Hanover, best known as the mother of King George I of Great Britain and a key figure in the Protestant succession to the British throne.
  • D. Sophia
    Sophia is a person whose given name is used in the full name Sophia Chew Nicklin Dallas.
  • E. Sophia
    Sophia is a small town located in Raleigh County in the southern part of West Virginia, United States.
  • 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_69ad85da0ba481908b3b48c69efe2b98 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc22b824c8190a85b36185d4957bb completed March 8, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b433102b1c8190bf2b872c227d041a completed March 13, 2026, 3:53 p.m.
NEDg Description generation batch_69b4384038008190a78fb2d0c15d96b3 completed March 13, 2026, 4:16 p.m.
NED2 Entity disambiguation (via description) batch_69b438bfdd088190ba37624fb88a0a0b completed March 13, 2026, 4:18 p.m.
Created at: March 8, 2026, 3:23 p.m.