Triple

T2515747
Position Surface form Disambiguated ID Type / Status
Subject Allen Newell E55407 entity
Predicate coDeveloperOf P6901 FINISHED
Object Soar
Soar is a cognitive architecture and artificial intelligence framework co-developed by Allen Newell to model and implement general intelligent behavior.
 E275787 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: Soar | Statement: [Allen Newell, coDeveloperOf, Soar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Soar
Context triple: [Allen Newell, coDeveloperOf, Soar]
  • A. Swoop
    Swoop is the Philadelphia Eagles’ official bald eagle mascot, known for entertaining fans at games and team events.
  • B. Swoop
    Swoop is the red-tailed hawk mascot representing the University of Utah’s athletic teams.
  • C. Go Fly
    Go Fly was a British low-cost airline launched in the late 1990s that operated short-haul European routes before being absorbed into easyJet.
  • D. FlyAway
    FlyAway is a shuttle bus service that provides direct transportation between Los Angeles International Airport (LAX) and various locations in the Los Angeles area.
  • E. Scoot
    Scoot is a Singapore-based low-cost airline operating medium- and long-haul flights, owned by Singapore Airlines.
  • 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: Soar
Triple: [Allen Newell, coDeveloperOf, Soar]
Generated description
Soar is a cognitive architecture and artificial intelligence framework co-developed by Allen Newell to model and implement general intelligent behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Soar
Target entity description: Soar is a cognitive architecture and artificial intelligence framework co-developed by Allen Newell to model and implement general intelligent behavior.
  • A. Swoop
    Swoop is the Philadelphia Eagles’ official bald eagle mascot, known for entertaining fans at games and team events.
  • B. Swoop
    Swoop is the red-tailed hawk mascot representing the University of Utah’s athletic teams.
  • C. Go Fly
    Go Fly was a British low-cost airline launched in the late 1990s that operated short-haul European routes before being absorbed into easyJet.
  • D. FlyAway
    FlyAway is a shuttle bus service that provides direct transportation between Los Angeles International Airport (LAX) and various locations in the Los Angeles area.
  • E. Scoot
    Scoot is a Singapore-based low-cost airline operating medium- and long-haul flights, owned by Singapore Airlines.
  • 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd20db7e0819096d901eb20ae65e5 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b9aa5cc81908c2e09ce18f2e98e completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af508c28f48190afc4aa1bc3c9adf3 completed March 9, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69af5155f85081908dd4a1859d0f7907 completed March 9, 2026, 11:01 p.m.
Created at: March 6, 2026, 9:46 p.m.