Triple

T3703304
Position Surface form Disambiguated ID Type / Status
Subject Shreveport E80831 entity
Predicate hasCulturalInstitution P105 FINISHED
Object Shreveport Opera
Shreveport Opera is a regional opera company based in Shreveport, Louisiana, known for staging professional opera productions and related cultural events.
 E382323 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: Shreveport Opera | Statement: [Shreveport, hasCulturalInstitution, Shreveport Opera]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shreveport Opera
Context triple: [Shreveport, hasCulturalInstitution, Shreveport Opera]
  • A. Shreveport Little Theatre
    Shreveport Little Theatre is a long-running community and professional theatre company in Shreveport, Louisiana, known for staging a wide range of plays and fostering local performing arts.
  • B. Shreveport Symphony Orchestra
    The Shreveport Symphony Orchestra is a professional American orchestra based in Shreveport, Louisiana, known for performing a wide range of classical and contemporary symphonic music for the regional community.
  • C. Shreveport Municipal Memorial Auditorium
    Shreveport Municipal Memorial Auditorium is a historic performance hall in Shreveport, Louisiana, renowned for hosting early broadcasts of the Louisiana Hayride and showcasing major country and rock ’n’ roll artists.
  • D. New Orleans Center for Creative Arts
    The New Orleans Center for Creative Arts is a prestigious public arts conservatory in New Orleans that provides intensive, pre-professional training to talented high school students in disciplines such as music, theater, dance, visual arts, and creative writing.
  • E. Shreveport
    Shreveport is a major city in northwestern Louisiana known for its role as a regional commercial, cultural, and transportation hub.
  • 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: Shreveport Opera
Triple: [Shreveport, hasCulturalInstitution, Shreveport Opera]
Generated description
Shreveport Opera is a regional opera company based in Shreveport, Louisiana, known for staging professional opera productions and related cultural events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shreveport Opera
Target entity description: Shreveport Opera is a regional opera company based in Shreveport, Louisiana, known for staging professional opera productions and related cultural events.
  • A. Shreveport Little Theatre
    Shreveport Little Theatre is a long-running community and professional theatre company in Shreveport, Louisiana, known for staging a wide range of plays and fostering local performing arts.
  • B. Shreveport Symphony Orchestra
    The Shreveport Symphony Orchestra is a professional American orchestra based in Shreveport, Louisiana, known for performing a wide range of classical and contemporary symphonic music for the regional community.
  • C. Shreveport Municipal Memorial Auditorium
    Shreveport Municipal Memorial Auditorium is a historic performance hall in Shreveport, Louisiana, renowned for hosting early broadcasts of the Louisiana Hayride and showcasing major country and rock ’n’ roll artists.
  • D. New Orleans Center for Creative Arts
    The New Orleans Center for Creative Arts is a prestigious public arts conservatory in New Orleans that provides intensive, pre-professional training to talented high school students in disciplines such as music, theater, dance, visual arts, and creative writing.
  • E. Shreveport
    Shreveport is a major city in northwestern Louisiana known for its role as a regional commercial, cultural, and transportation hub.
  • 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_69ad8b1793888190a5f70e4b21dc05a1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc54925b48190b23d2a14ef825abc completed March 8, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4cdf822348190bf95f7d119c6265a completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4d1f486c48190b0206beb7f913eb0 completed March 14, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_69b4d29d8b688190b6ece3d8d65bc16c completed March 14, 2026, 3:14 a.m.
Created at: March 8, 2026, 3:33 p.m.