Triple

T21745517
Position Surface form Disambiguated ID Type / Status
Subject Billie Lourd E536776 entity
Predicate familyName P18 FINISHED
Object Lourd
Lourd is an American actress best known for her roles in the television series "Scream Queens" and the "American Horror Story" franchise, as well as for being the daughter of the late actress Carrie Fisher.
 E1500113 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: Lourd | Statement: [Billie Lourd, familyName, Lourd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lourd
Context triple: [Billie Lourd, familyName, Lourd]
  • A. Pesado
    Pesado is a popular Mexican band known for its influential contributions to modern norteño music, blending traditional accordion-driven sounds with contemporary themes.
  • B. Mühsam
    Mühsam is the surname of Erich Mühsam, a prominent German-Jewish anarchist writer, poet, and political activist of the early 20th century.
  • C. Heavy Soul
    Heavy Soul is a 1962 jazz album by tenor saxophonist Ike Quebec, noted for its soulful hard bop style and warm, blues-inflected performances.
  • D. Heavy Soul
    Heavy Soul is a 1997 rock album by English singer-songwriter Paul Weller, noted for its raw, guitar-driven sound and soulful influences.
  • E. Heavy Planet
    Heavy Planet is a classic science fiction collection by Hal Clement, showcasing his hallmark hard-science worldbuilding and stories set on high-gravity planets.
  • 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: Lourd
Triple: [Billie Lourd, familyName, Lourd]
Generated description
Lourd is an American actress best known for her roles in the television series "Scream Queens" and the "American Horror Story" franchise, as well as for being the daughter of the late actress Carrie Fisher.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lourd
Target entity description: Lourd is an American actress best known for her roles in the television series "Scream Queens" and the "American Horror Story" franchise, as well as for being the daughter of the late actress Carrie Fisher.
  • A. Pesado
    Pesado is a popular Mexican band known for its influential contributions to modern norteño music, blending traditional accordion-driven sounds with contemporary themes.
  • B. Mühsam
    Mühsam is the surname of Erich Mühsam, a prominent German-Jewish anarchist writer, poet, and political activist of the early 20th century.
  • C. Heavy Soul
    Heavy Soul is a 1997 rock album by English singer-songwriter Paul Weller, noted for its raw, guitar-driven sound and soulful influences.
  • D. Heavy Soul
    Heavy Soul is a 1962 jazz album by tenor saxophonist Ike Quebec, noted for its soulful hard bop style and warm, blues-inflected performances.
  • E. Heavy Planet
    Heavy Planet is a classic science fiction collection by Hal Clement, showcasing his hallmark hard-science worldbuilding and stories set on high-gravity planets.
  • 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_69e0c46df5448190b4322127ffc4c690 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f01a76540c8190b91a67f4a70869fb completed April 28, 2026, 2:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2edbd12c819088648167a19aa806 completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a3069272c8190a6c90ca0c8b777d5 completed May 17, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_6a0a3114ce6c8190aeb972462837bb25 completed May 17, 2026, 9:20 p.m.
Created at: April 16, 2026, 6:49 p.m.