Triple

T13619610
Position Surface form Disambiguated ID Type / Status
Subject Ann Goldstein E325412 entity
Predicate translatorOf P5475 FINISHED
Object Amara Lakhous
Amara Lakhous is an Algerian-Italian novelist and journalist known for his witty, multicultural explorations of immigration, identity, and life in contemporary Italy.
E1051791 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: Amara Lakhous | Statement: [Ann Goldstein, translatorOf, Amara Lakhous]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amara Lakhous
Context triple: [Ann Goldstein, translatorOf, Amara Lakhous]
  • A. Fula Ajami
    Fula Ajami is a writing tradition that uses modified Arabic script to represent the Fula (Fulani) language in religious, literary, and everyday texts across West and Central Africa.
  • B. Roschdy Zem
    Roschdy Zem is a French actor and filmmaker known for his versatile performances in both mainstream and arthouse cinema, including acclaimed roles in films like "Days of Glory" and "Outside the Law."
  • C. Anouchka Malouf
    Anouchka Malouf is known as the second wife of renowned ABC News anchor Peter Jennings.
  • D. Radhia Nasraoui
    Radhia Nasraoui is a prominent Tunisian human rights lawyer and activist known for her work defending political prisoners and opposing torture and authoritarianism.
  • E. Souheila Yacoub
    Souheila Yacoub is a Swiss actress and former rhythmic gymnast known for her roles in arthouse and genre films, including Gaspar Noé’s psychological horror dance film "Climax."
  • 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: Amara Lakhous
Triple: [Ann Goldstein, translatorOf, Amara Lakhous]
Generated description
Amara Lakhous is an Algerian-Italian novelist and journalist known for his witty, multicultural explorations of immigration, identity, and life in contemporary Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amara Lakhous
Target entity description: Amara Lakhous is an Algerian-Italian novelist and journalist known for his witty, multicultural explorations of immigration, identity, and life in contemporary Italy.
  • A. Fula Ajami
    Fula Ajami is a writing tradition that uses modified Arabic script to represent the Fula (Fulani) language in religious, literary, and everyday texts across West and Central Africa.
  • B. Roschdy Zem
    Roschdy Zem is a French actor and filmmaker known for his versatile performances in both mainstream and arthouse cinema, including acclaimed roles in films like "Days of Glory" and "Outside the Law."
  • C. Anouchka Malouf
    Anouchka Malouf is known as the second wife of renowned ABC News anchor Peter Jennings.
  • D. Radhia Nasraoui
    Radhia Nasraoui is a prominent Tunisian human rights lawyer and activist known for her work defending political prisoners and opposing torture and authoritarianism.
  • E. Souheila Yacoub
    Souheila Yacoub is a Swiss actress and former rhythmic gymnast known for her roles in arthouse and genre films, including Gaspar Noé’s psychological horror dance film "Climax."
  • 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_69d8076aae28819092cf636190ee5529 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbbe99ddc08190a8d79107c8e176fa completed April 12, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77fa0b81c819094e2fa209ef9857c completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f783c24d088190ad53fa2d33a255c9 completed May 3, 2026, 5:20 p.m.
NED2 Entity disambiguation (via description) batch_69f78452e8bc8190a55f2be349fe718f completed May 3, 2026, 5:22 p.m.
Created at: April 9, 2026, 9:50 p.m.