Triple

T1936256
Position Surface form Disambiguated ID Type / Status
Subject MacPorts E41449 entity
Predicate programmingLanguage P1592 FINISHED
Object Tcl
Tcl (Tool Command Language) is a high-level, embeddable scripting language widely used for rapid prototyping, GUI development (often with Tk), and extending applications.
 E216043 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: Tcl | Statement: [MacPorts, programmingLanguage, Tcl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tcl
Context triple: [MacPorts, programmingLanguage, Tcl]
  • A. PL/Tcl
    PL/Tcl is a procedural language extension for PostgreSQL that allows writing database functions and triggers using the Tcl scripting language.
  • B. Jython
    Jython is an implementation of the Python programming language that runs on the Java platform and allows seamless integration with Java code and libraries.
  • C. TI-OS
    TI-OS is the proprietary operating system developed by Texas Instruments for its line of graphing calculators, providing the user interface, math functions, and programming environment.
  • D. Shell
    Shell is a major global oil and gas company headquartered in the Netherlands and the United Kingdom, known for its extensive energy production, refining, and retail operations.
  • E. Shell
    "Shell" is a minimalist, bass-heavy hip-hop track by Chicago rapper Valee, showcasing his laid-back flow and off-kilter delivery.
  • 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: Tcl
Triple: [MacPorts, programmingLanguage, Tcl]
Generated description
Tcl (Tool Command Language) is a high-level, embeddable scripting language widely used for rapid prototyping, GUI development (often with Tk), and extending applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tcl
Target entity description: Tcl (Tool Command Language) is a high-level, embeddable scripting language widely used for rapid prototyping, GUI development (often with Tk), and extending applications.
  • A. PL/Tcl
    PL/Tcl is a procedural language extension for PostgreSQL that allows writing database functions and triggers using the Tcl scripting language.
  • B. Jython
    Jython is an implementation of the Python programming language that runs on the Java platform and allows seamless integration with Java code and libraries.
  • C. TI-OS
    TI-OS is the proprietary operating system developed by Texas Instruments for its line of graphing calculators, providing the user interface, math functions, and programming environment.
  • D. Shell
    Shell is a major global oil and gas company headquartered in the Netherlands and the United Kingdom, known for its extensive energy production, refining, and retail operations.
  • E. Shell
    "Shell" is a minimalist, bass-heavy hip-hop track by Chicago rapper Valee, showcasing his laid-back flow and off-kilter delivery.
  • 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_69a88649b24c819080047f26b6db2ded completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb2c5f6e481909b2d95861e2098f9 completed March 7, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3f6285c8190925af156f49cf9a2 completed March 8, 2026, 10:11 p.m.
NEDg Description generation batch_69adf4aea46481908b5da7c4251dd867 completed March 8, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69adf52b63c481908fcb9db4c40875b4 completed March 8, 2026, 10:16 p.m.
Created at: March 4, 2026, 7:35 p.m.