Triple

T19377678
Position Surface form Disambiguated ID Type / Status
Subject Fox Chapel Area School District E484712 entity
Predicate hasMotto P42 FINISHED
Object “Where the Future Begins”
“Where the Future Begins” is the official motto of the Fox Chapel Area School District, expressing its focus on preparing students for future success.
 E1372400 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: “Where the Future Begins” | Statement: [Fox Chapel Area School District, hasMotto, “Where the Future Begins”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Where the Future Begins”
Context triple: [Fox Chapel Area School District, hasMotto, “Where the Future Begins”]
  • A. The Future
    "The Future" is a 1992 studio album by Leonard Cohen that blends dark, prophetic lyrics with contemporary production to explore themes of chaos, spirituality, and societal decay.
  • B. The Future
    The Future is a 2011 indie drama film written and directed by Miranda July, known for its introspective, surreal exploration of relationships, time, and self-doubt.
  • C. The Future
    "The Future" is a soul-infused Americana album by Nathaniel Rateliff & The Night Sweats that blends vintage R&B grooves with reflective, socially aware songwriting.
  • D. The Future
    The Future was an early electronic music group that evolved into the pioneering British synth-pop band The Human League.
  • E. What the Future Holds
    "What the Future Holds" is a studio album by British pop group Steps that continues their signature dance-pop sound with contemporary production and nostalgic appeal.
  • 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: “Where the Future Begins”
Triple: [Fox Chapel Area School District, hasMotto, “Where the Future Begins”]
Generated description
“Where the Future Begins” is the official motto of the Fox Chapel Area School District, expressing its focus on preparing students for future success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Where the Future Begins”
Target entity description: “Where the Future Begins” is the official motto of the Fox Chapel Area School District, expressing its focus on preparing students for future success.
  • A. The Future
    "The Future" is a 1992 studio album by Leonard Cohen that blends dark, prophetic lyrics with contemporary production to explore themes of chaos, spirituality, and societal decay.
  • B. The Future
    The Future is a 2011 indie drama film written and directed by Miranda July, known for its introspective, surreal exploration of relationships, time, and self-doubt.
  • C. The Future
    "The Future" is a soul-infused Americana album by Nathaniel Rateliff & The Night Sweats that blends vintage R&B grooves with reflective, socially aware songwriting.
  • D. The Future
    The Future was an early electronic music group that evolved into the pioneering British synth-pop band The Human League.
  • E. What the Future Holds
    "What the Future Holds" is a studio album by British pop group Steps that continues their signature dance-pop sound with contemporary production and nostalgic appeal.
  • 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_69d8e8d460d88190abf0591c5c9d2b0c completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e61a5dc3048190830b55c8ca02e624 completed April 20, 2026, 12:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0724200f348190a3fe582e9e2c5105 completed May 15, 2026, 1:48 p.m.
NEDg Description generation batch_6a072550bf2881909ceb6b91b597762b completed May 15, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_6a07272e260c8190aa370620d576b830 completed May 15, 2026, 2:01 p.m.
Created at: April 10, 2026, 1:35 p.m.