Triple

T23207930
Position Surface form Disambiguated ID Type / Status
Subject Calvin Mackie E580509 entity
Predicate founded P104 FINISHED
Object STEM NOLA
STEM NOLA is a nonprofit organization that provides hands-on STEM education and outreach programs to inspire and prepare underserved youth in New Orleans and beyond.
E1575581 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: STEM NOLA | Statement: [Calvin Mackie, founded, STEM NOLA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: STEM NOLA
Context triple: [Calvin Mackie, founded, STEM NOLA]
  • A. 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.
  • B. New Orleans Public Schools
    New Orleans Public Schools is the public school district serving the city of New Orleans, historically known for its central role in the desegregation battles of the civil rights era and its later transformation into a largely charter-based system.
  • C. Terrebonne campus
    Terrebonne campus is a regional branch of the Université du Québec à Montréal serving students in the Terrebonne area with university-level programs and services.
  • D. Louisiana Art & Science Museum
    The Louisiana Art & Science Museum is a cultural institution in downtown Baton Rouge that combines art exhibitions, science galleries, and a planetarium in a historic railway station building.
  • E. Sea-Saint Studio, New Orleans
    Sea-Saint Studio in New Orleans was a renowned recording studio co-founded by Allen Toussaint and Marshall Sehorn, famous for its role in shaping the city’s funk, R&B, and rock sound in the 1970s.
  • 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: STEM NOLA
Triple: [Calvin Mackie, founded, STEM NOLA]
Generated description
STEM NOLA is a nonprofit organization that provides hands-on STEM education and outreach programs to inspire and prepare underserved youth in New Orleans and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: STEM NOLA
Target entity description: STEM NOLA is a nonprofit organization that provides hands-on STEM education and outreach programs to inspire and prepare underserved youth in New Orleans and beyond.
  • A. 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.
  • B. New Orleans Public Schools
    New Orleans Public Schools is the public school district serving the city of New Orleans, historically known for its central role in the desegregation battles of the civil rights era and its later transformation into a largely charter-based system.
  • C. Terrebonne campus
    Terrebonne campus is a regional branch of the Université du Québec à Montréal serving students in the Terrebonne area with university-level programs and services.
  • D. Louisiana Art & Science Museum
    The Louisiana Art & Science Museum is a cultural institution in downtown Baton Rouge that combines art exhibitions, science galleries, and a planetarium in a historic railway station building.
  • E. Sea-Saint Studio, New Orleans
    Sea-Saint Studio in New Orleans was a renowned recording studio co-founded by Allen Toussaint and Marshall Sehorn, famous for its role in shaping the city’s funk, R&B, and rock sound in the 1970s.
  • 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_69e24602ae1481908aaa6bc7ca493867 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1907d8be08190a100d99efaff9964 completed April 29, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30c4df1481908bdab9ec52fdd9f6 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c330135cc8190b5a0e512bda6277d completed May 19, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c375dd5a4819097a80ae43a1c4442 completed May 19, 2026, 10:11 a.m.
Created at: April 17, 2026, 4:07 p.m.