Triple

T9952813
Position Surface form Disambiguated ID Type / Status
Subject NCIS: New Orleans E195369 entity
Predicate character P662 FINISHED
Object Hannah Khoury
Hannah Khoury is a fictional FBI agent and later NCIS supervisory special agent featured as a main character on the television series "NCIS: New Orleans."
E830234 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: Hannah Khoury | Statement: [NCIS: New Orleans, character, Hannah Khoury]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hannah Khoury
Context triple: [NCIS: New Orleans, character, Hannah Khoury]
  • A. Lila Yacoub
    Lila Yacoub is a film producer known for her work on independent features such as Noah Baumbach’s comedy-drama "Mistress America."
  • B. Yasmine Malek
    Yasmine Malek is a member of the Malek family, known primarily as the sister of actor Sami Malek and the aunt of Oscar-winning actor Rami Malek.
  • C. Lauren Hashian
    Lauren Hashian is an American singer-songwriter and music producer known both for her own work and as the longtime partner and wife of actor and former wrestler Dwayne "The Rock" Johnson.
  • D. Yasmin Kafai
    Yasmin Kafai is an educational researcher known for her influential work in constructionist learning, particularly around digital media, game design, and creative computing for children.
  • E. Alexa Mansour
    Alexa Mansour is an American actress and singer best known for her leading role as Hope Bennett in the television series "The Walking Dead: World Beyond."
  • 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: Hannah Khoury
Triple: [NCIS: New Orleans, character, Hannah Khoury]
Generated description
Hannah Khoury is a fictional FBI agent and later NCIS supervisory special agent featured as a main character on the television series "NCIS: New Orleans."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hannah Khoury
Target entity description: Hannah Khoury is a fictional FBI agent and later NCIS supervisory special agent featured as a main character on the television series "NCIS: New Orleans."
  • A. Lila Yacoub
    Lila Yacoub is a film producer known for her work on independent features such as Noah Baumbach’s comedy-drama "Mistress America."
  • B. Yasmine Malek
    Yasmine Malek is a member of the Malek family, known primarily as the sister of actor Sami Malek and the aunt of Oscar-winning actor Rami Malek.
  • C. Lauren Hashian
    Lauren Hashian is an American singer-songwriter and music producer known both for her own work and as the longtime partner and wife of actor and former wrestler Dwayne "The Rock" Johnson.
  • D. Yasmin Kafai
    Yasmin Kafai is an educational researcher known for her influential work in constructionist learning, particularly around digital media, game design, and creative computing for children.
  • E. Alexa Mansour
    Alexa Mansour is an American actress and singer best known for her leading role as Hope Bennett in the television series "The Walking Dead: World Beyond."
  • 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_69ca82e96a108190932bd1fc4acd73a0 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb693918081908e9f96ef302235ad completed April 2, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2293dc93881908aff4cb3640c0edf completed April 5, 2026, 9:19 a.m.
NEDg Description generation batch_69d229b3b200819083aa90f64eaec9e8 completed April 5, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_69d22a2d14fc8190b2493ce571811d43 completed April 5, 2026, 9:23 a.m.
Created at: March 30, 2026, 8:46 p.m.