Triple

T9187684
Position Surface form Disambiguated ID Type / Status
Subject Scala MM400 E220499 entity
Predicate developer P73 FINISHED
Object Scala Inc.
Scala Inc. is a company specializing in digital signage and visual communication solutions, known for developing hardware and software platforms for dynamic display networks.
 E784417 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: Scala Inc. | Statement: [Scala MM400, developer, Scala Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scala Inc.
Context triple: [Scala MM400, developer, Scala Inc.]
  • A. Tokutek
    Tokutek was a software company best known for creating high-performance storage engines for MySQL and MariaDB, particularly the fractal tree–based TokuDB.
  • B. Pando Company
    Pando Company is a film production company known for producing the movie "The Happy Ending."
  • C. Tartan Laboratories
    Tartan Laboratories was a computer science and software company known for its work on programming language tools and compilers, particularly in collaboration with prominent language designers like Guy L. Steele Jr.
  • D. Sostrata
    Sostrata is a character in Niccolò Machiavelli’s comedic play "The Mandrake," depicted as the mother of Lucrezia and a figure entangled in the play’s schemes surrounding fertility and deception.
  • E. Rossum Corporation
    Rossum Corporation is a powerful and morally dubious tech conglomerate in the TV series "Dollhouse," responsible for the mind-wiping and imprinting technology used to control human "dolls."
  • 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: Scala Inc.
Triple: [Scala MM400, developer, Scala Inc.]
Generated description
Scala Inc. is a company specializing in digital signage and visual communication solutions, known for developing hardware and software platforms for dynamic display networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scala Inc.
Target entity description: Scala Inc. is a company specializing in digital signage and visual communication solutions, known for developing hardware and software platforms for dynamic display networks.
  • A. Tokutek
    Tokutek was a software company best known for creating high-performance storage engines for MySQL and MariaDB, particularly the fractal tree–based TokuDB.
  • B. Pando Company
    Pando Company is a film production company known for producing the movie "The Happy Ending."
  • C. Tartan Laboratories
    Tartan Laboratories was a computer science and software company known for its work on programming language tools and compilers, particularly in collaboration with prominent language designers like Guy L. Steele Jr.
  • D. Sostrata
    Sostrata is a character in Niccolò Machiavelli’s comedic play "The Mandrake," depicted as the mother of Lucrezia and a figure entangled in the play’s schemes surrounding fertility and deception.
  • E. Rossum Corporation
    Rossum Corporation is a powerful and morally dubious tech conglomerate in the TV series "Dollhouse," responsible for the mind-wiping and imprinting technology used to control human "dolls."
  • 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_69ca83e6d77c81909862b7afef56b1bf completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccc31bd6f88190b2ea644420995e41 completed April 1, 2026, 7:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c226bc881909609da0bfbd4748e completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d060881c908190b22d06eaf9f8b192 completed April 4, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69d0611e76988190be93d1d3dd8f1ab1 completed April 4, 2026, 12:53 a.m.
Created at: March 30, 2026, 7:24 p.m.