Triple

T5693726
Position Surface form Disambiguated ID Type / Status
Subject Billy Lynn's Long Halftime Walk E125485 entity
Predicate castMember P1668 FINISHED
Object Makenzie Leigh
Makenzie Leigh is an American actress known for her roles in film and television, including a supporting part in the war drama "Billy Lynn's Long Halftime Walk."
E544141 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: Makenzie Leigh | Statement: [Billy Lynn's Long Halftime Walk, castMember, Makenzie Leigh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Makenzie Leigh
Context triple: [Billy Lynn's Long Halftime Walk, castMember, Makenzie Leigh]
  • A. Mackenzie Mauzy
    Mackenzie Mauzy is an American actress and singer known for her work on Broadway and in film and television, including her role as Rapunzel in the 2014 musical fantasy film "Into the Woods."
  • B. MacKenzie Porter
    MacKenzie Porter is a Canadian actress and country music singer known for her roles in television series and her successful recording career.
  • C. Makenzy Doniak
    Makenzy Doniak is an American professional soccer forward known for her standout collegiate career at the University of Virginia and subsequent play in the National Women's Soccer League.
  • D. Meagen Fay
    Meagen Fay is an American actress best known for her character roles in television comedies and dramas, including prominent work in sketch and ensemble series.
  • E. Makenna James
    Makenna James is an American actress best known for her role on the television series "American Woman."
  • 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: Makenzie Leigh
Triple: [Billy Lynn's Long Halftime Walk, castMember, Makenzie Leigh]
Generated description
Makenzie Leigh is an American actress known for her roles in film and television, including a supporting part in the war drama "Billy Lynn's Long Halftime Walk."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Makenzie Leigh
Target entity description: Makenzie Leigh is an American actress known for her roles in film and television, including a supporting part in the war drama "Billy Lynn's Long Halftime Walk."
  • A. Mackenzie Mauzy
    Mackenzie Mauzy is an American actress and singer known for her work on Broadway and in film and television, including her role as Rapunzel in the 2014 musical fantasy film "Into the Woods."
  • B. MacKenzie Porter
    MacKenzie Porter is a Canadian actress and country music singer known for her roles in television series and her successful recording career.
  • C. Makenzy Doniak
    Makenzy Doniak is an American professional soccer forward known for her standout collegiate career at the University of Virginia and subsequent play in the National Women's Soccer League.
  • D. Meagen Fay
    Meagen Fay is an American actress best known for her character roles in television comedies and dramas, including prominent work in sketch and ensemble series.
  • E. Makenna James
    Makenna James is an American actress best known for her role on the television series "American Woman."
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e7dbe48190850b501f223614e3 completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07dd76f008190970c3b17ec8cbfd8 completed March 22, 2026, 11:40 p.m.
NEDg Description generation batch_69c08cf206188190a4e5bb2649d97be9 completed March 23, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69c08dc4d12c8190a7a245d583ef08d4 completed March 23, 2026, 12:48 a.m.
Created at: March 22, 2026, 3:44 p.m.