Triple

T8201286
Position Surface form Disambiguated ID Type / Status
Subject Logo E191579 entity
Predicate influenced P9 FINISHED
Object StarLogo
StarLogo is an educational, agent-based programming environment designed to help users explore and simulate complex systems, particularly in science and mathematics learning contexts.
 E718652 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: StarLogo | Statement: [Logo, influenced, StarLogo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: StarLogo
Context triple: [Logo, influenced, StarLogo]
  • A. Turtle Geometry
    Turtle Geometry is a mathematical approach and educational book that explores geometry through the movement of a "turtle" cursor, pioneering ideas in computational thinking and Logo-based learning.
  • B. Turtle Blocks
    Turtle Blocks is a visual, block-based programming environment designed to help learners explore coding and mathematical concepts through turtle graphics.
  • C. Terrapin Station
    Terrapin Station is a 1977 studio album by the Grateful Dead known for its ambitious, suite-like title track and polished, orchestrated production.
  • D. Scratch
    Scratch is one of the University of Kentucky’s costumed wildcat mascots who entertains crowds and represents the school at athletic events and community activities.
  • E. Snap! (Build Your Own Blocks)
    Snap! (Build Your Own Blocks) is a visual, block-based programming language and environment designed for advanced users and education, extending Scratch with powerful features like first-class procedures, lists, and continuations.
  • 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: StarLogo
Triple: [Logo, influenced, StarLogo]
Generated description
StarLogo is an educational, agent-based programming environment designed to help users explore and simulate complex systems, particularly in science and mathematics learning contexts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: StarLogo
Target entity description: StarLogo is an educational, agent-based programming environment designed to help users explore and simulate complex systems, particularly in science and mathematics learning contexts.
  • A. Turtle Geometry
    Turtle Geometry is a mathematical approach and educational book that explores geometry through the movement of a "turtle" cursor, pioneering ideas in computational thinking and Logo-based learning.
  • B. Turtle Blocks
    Turtle Blocks is a visual, block-based programming environment designed to help learners explore coding and mathematical concepts through turtle graphics.
  • C. Terrapin Station
    Terrapin Station is a 1977 studio album by the Grateful Dead known for its ambitious, suite-like title track and polished, orchestrated production.
  • D. Scratch
    Scratch is one of the University of Kentucky’s costumed wildcat mascots who entertains crowds and represents the school at athletic events and community activities.
  • E. Snap! (Build Your Own Blocks)
    Snap! (Build Your Own Blocks) is a visual, block-based programming language and environment designed for advanced users and education, extending Scratch with powerful features like first-class procedures, lists, and continuations.
  • 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_69ca82c7f3e08190857bf1fc63b2a10c completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb5df6e7548190846a1afd62ec6d0a completed March 31, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccedc49ba4819099762f200c4e6577 completed April 1, 2026, 10:04 a.m.
NEDg Description generation batch_69ccf1b818588190936f96d53bf08c2b completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd05ac594c819087d23a7318fd7704 completed April 1, 2026, 11:46 a.m.
Created at: March 30, 2026, 5:43 p.m.