Triple

T14820227
Position Surface form Disambiguated ID Type / Status
Subject Mat Rogers E348428 entity
Predicate spouse P13 FINISHED
Object Chloe Maxwell
Chloe Maxwell is an Australian television presenter and former model known for her work on shows like "The X Factor" and "The Mole."
 E1122003 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 Maxwell | Statement: [Mat Rogers, spouse, Chloe Maxwell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chloe Maxwell
Context triple: [Mat Rogers, spouse, Chloe Maxwell]
  • A. Chloe Carmichael
    Chloe Carmichael is a main character introduced in later seasons of the animated series "The Fairly OddParents," known as Timmy Turner's enthusiastic, idealistic neighbor who shares his fairy godparents.
  • B. Chloe Parker
    Chloe Parker is the protagonist of Nicole Richie’s novel "The Truth About Diamonds," a young woman navigating the glamorous yet tumultuous world of celebrity and high society.
  • C. Chloe Steele
    Chloe Steele is a central protagonist in the Christian apocalyptic "Left Behind" novel series, depicted as the daughter of pilot Rayford Steele who becomes a key member of the Tribulation Force after the Rapture.
  • D. Chloe Webb
    Chloe Webb is an American actress best known for her roles in films like "Sid and Nancy" and "Twins" and for her work in both television and independent cinema.
  • E. Chloë Villette
    Chloë Villette is a fictional character portrayed by French actress Clémence Poésy, known from her work in film and television.
  • 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 Maxwell
Triple: [Mat Rogers, spouse, Chloe Maxwell]
Generated description
Chloe Maxwell is an Australian television presenter and former model known for her work on shows like "The X Factor" and "The Mole."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chloe Maxwell
Target entity description: Chloe Maxwell is an Australian television presenter and former model known for her work on shows like "The X Factor" and "The Mole."
  • A. Chloe Carmichael
    Chloe Carmichael is a main character introduced in later seasons of the animated series "The Fairly OddParents," known as Timmy Turner's enthusiastic, idealistic neighbor who shares his fairy godparents.
  • B. Chloe Parker
    Chloe Parker is the protagonist of Nicole Richie’s novel "The Truth About Diamonds," a young woman navigating the glamorous yet tumultuous world of celebrity and high society.
  • C. Chloe Steele
    Chloe Steele is a central protagonist in the Christian apocalyptic "Left Behind" novel series, depicted as the daughter of pilot Rayford Steele who becomes a key member of the Tribulation Force after the Rapture.
  • D. Chloe Webb
    Chloe Webb is an American actress best known for her roles in films like "Sid and Nancy" and "Twins" and for her work in both television and independent cinema.
  • E. Chloë Villette
    Chloë Villette is a fictional character portrayed by French actress Clémence Poésy, known from her work in film and television.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decfe4cf38819090f25ef045351d5d completed April 14, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389bc06c8190a8269c07677d9c35 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3d5bf82c8190a82ba25856261871 completed May 8, 2026, 7:45 p.m.
NED2 Entity disambiguation (via description) batch_69fe3df82ba48190a4c721d56fe36f2c completed May 8, 2026, 7:48 p.m.
Created at: April 10, 2026, 1:50 a.m.