Triple

T4240922
Position Surface form Disambiguated ID Type / Status
Subject CWEB E95409 entity
Predicate typicalToolName P29151 FINISHED
Object ctangle
ctangle is a CWEB tool that converts literate CWEB source files into compilable C code by extracting and tangling the program fragments.
E424603 NE FINISHED

How this triple was built (5 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: ctangle | Statement: [CWEB, typicalToolName, ctangle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ctangle
Context triple: [CWEB, typicalToolName, ctangle]
  • A. StarDraw
    StarDraw is a vector graphics and diagramming application that was part of the StarOffice productivity suite.
  • B. SHAPE
    SHAPE is the central military command headquarters of NATO responsible for planning and executing the alliance’s collective defense operations in Europe.
  • C. Shape
    Shape is a health and fitness magazine and digital brand focused on exercise, nutrition, and wellness content, owned by Dotdash Meredith.
  • D. Tregami
    Tregami is a Nuristani language spoken by a small community in eastern Afghanistan’s remote valleys.
  • E. tetri
    The tetri is the fractional monetary unit of Georgia, used as a subdivision of the Georgian lari.
  • 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: ctangle
Triple: [CWEB, typicalToolName, ctangle]
Generated description
ctangle is a CWEB tool that converts literate CWEB source files into compilable C code by extracting and tangling the program fragments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ctangle
Target entity description: ctangle is a CWEB tool that converts literate CWEB source files into compilable C code by extracting and tangling the program fragments.
  • A. StarDraw
    StarDraw is a vector graphics and diagramming application that was part of the StarOffice productivity suite.
  • B. SHAPE
    SHAPE is the central military command headquarters of NATO responsible for planning and executing the alliance’s collective defense operations in Europe.
  • C. Shape
    Shape is a health and fitness magazine and digital brand focused on exercise, nutrition, and wellness content, owned by Dotdash Meredith.
  • D. Tregami
    Tregami is a Nuristani language spoken by a small community in eastern Afghanistan’s remote valleys.
  • E. tetri
    The tetri is the fractional monetary unit of Georgia, used as a subdivision of the Georgian lari.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: typicalToolName
Context triple: [CWEB, typicalToolName, ctangle]
  • A. typicalTools chosen
    Indicates that the related tools are commonly or characteristically used to perform the associated activity, task, or function.
  • B. toolUsed
    Indicates that an action or task is performed using a particular tool as the means or instrument.
  • C. toolIn
    Indicates that one entity is a tool or instrument used in or associated with another entity or context.
  • D. relatedTool
    Indicates that one tool has a meaningful association or connection with another tool, such as being complementary, compatible, or commonly used together.
  • E. usesToolType
    Indicates that an entity performs an action or fulfills a role by employing a specific type or category of tool.
  • F. None of above.

Provenance (6 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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e87c9d88190a093b1289df5b974 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a86fe7708190a64ba187fb302c9a completed March 14, 2026, 6:26 p.m.
NEDg Description generation batch_69b5a94e637881909a20bb1df0cd5768 completed March 14, 2026, 6:30 p.m.
NED2 Entity disambiguation (via description) batch_69b5a9d9b28081909d7dc97b02209318 completed March 14, 2026, 6:32 p.m.
PD Predicate disambiguation batch_69b347f587148190a1830503459939b6 completed March 12, 2026, 11:10 p.m.
Created at: March 12, 2026, 11:05 p.m.