Triple

T2271465
Position Surface form Disambiguated ID Type / Status
Subject Grace Gummer E50667 entity
Predicate notableWork P4 FINISHED
Object American Horror Story: Freak Show
American Horror Story: Freak Show is the fourth season of the anthology horror television series American Horror Story, centered on a struggling 1950s sideshow troupe in Jupiter, Florida.
E250096 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: American Horror Story: Freak Show | Statement: [Grace Gummer, notableWork, American Horror Story: Freak Show]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Horror Story: Freak Show
Context triple: [Grace Gummer, notableWork, American Horror Story: Freak Show]
  • A. American Horror Story: Asylum
    American Horror Story: Asylum is the second season of the anthology horror television series American Horror Story, set in a 1960s mental institution and known for its dark psychological themes and ensemble cast.
  • B. American Horror Story: Murder House
    American Horror Story: Murder House is the first season of the anthology horror television series American Horror Story, centered on a haunted Los Angeles mansion and the dark secrets of its past and present inhabitants.
  • C. American Horror Story: Roanoke
    American Horror Story: Roanoke is the sixth season of the anthology horror television series American Horror Story, featuring a documentary-style narrative about a couple terrorized by supernatural forces in rural North Carolina.
  • D. American Horror Story
    American Horror Story is a long-running American anthology horror television series created by Ryan Murphy and Brad Falchuk, known for its self-contained seasonal storylines featuring recurring cast members in different roles.
  • E. television series American Horror Story: Hotel
    American Horror Story: Hotel is the fifth season of the horror anthology television series American Horror Story, known for its dark, supernatural themes and starring Lady Gaga in a Golden Globe–winning role.
  • 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: American Horror Story: Freak Show
Triple: [Grace Gummer, notableWork, American Horror Story: Freak Show]
Generated description
American Horror Story: Freak Show is the fourth season of the anthology horror television series American Horror Story, centered on a struggling 1950s sideshow troupe in Jupiter, Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Horror Story: Freak Show
Target entity description: American Horror Story: Freak Show is the fourth season of the anthology horror television series American Horror Story, centered on a struggling 1950s sideshow troupe in Jupiter, Florida.
  • A. American Horror Story: Asylum
    American Horror Story: Asylum is the second season of the anthology horror television series American Horror Story, set in a 1960s mental institution and known for its dark psychological themes and ensemble cast.
  • B. American Horror Story: Murder House
    American Horror Story: Murder House is the first season of the anthology horror television series American Horror Story, centered on a haunted Los Angeles mansion and the dark secrets of its past and present inhabitants.
  • C. American Horror Story: Roanoke
    American Horror Story: Roanoke is the sixth season of the anthology horror television series American Horror Story, featuring a documentary-style narrative about a couple terrorized by supernatural forces in rural North Carolina.
  • D. American Horror Story
    American Horror Story is a long-running American anthology horror television series created by Ryan Murphy and Brad Falchuk, known for its self-contained seasonal storylines featuring recurring cast members in different roles.
  • E. television series American Horror Story: Hotel
    American Horror Story: Hotel is the fifth season of the horror anthology television series American Horror Story, known for its dark, supernatural themes and starring Lady Gaga in a Golden Globe–winning role.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1c0de488190876b644cdaa41637 completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71db927c8190a76cfb873039b04b completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae7486bf808190a732e5eb7744b087 completed March 9, 2026, 7:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae74eb89448190895fab4a493c6d08 completed March 9, 2026, 7:21 a.m.
Created at: March 4, 2026, 7:48 p.m.