Triple

T4275913
Position Surface form Disambiguated ID Type / Status
Subject Webpack E97046 entity
Predicate usedWith P4791 FINISHED
Object Less
Less is a dynamic stylesheet language that extends CSS with features like variables, mixins, and functions to make writing and maintaining styles more efficient.
 E427898 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: Less | Statement: [Webpack, usedWith, Less]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Less
Context triple: [Webpack, usedWith, Less]
  • A. the Less
    The Less is an epithet traditionally used to distinguish James the Less, one of the Twelve Apostles of Jesus, from other early Christian figures named James.
  • B. Little
    Little is a common English surname borne by numerous notable individuals across fields such as sports, politics, and the arts.
  • C. SmartLess
    SmartLess is a popular comedy podcast featuring candid, humorous interviews with celebrities and public figures, co-hosted by actors Will Arnett, Jason Bateman, and Sean Hayes.
  • D. Lesse
    The Lesse is a scenic river in southern Belgium known for flowing through the Ardennes, its limestone caves, and popular kayaking routes.
  • E. Len
    Len is a common shortened form of the given name Leonard.
  • 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: Less
Triple: [Webpack, usedWith, Less]
Generated description
Less is a dynamic stylesheet language that extends CSS with features like variables, mixins, and functions to make writing and maintaining styles more efficient.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Less
Target entity description: Less is a dynamic stylesheet language that extends CSS with features like variables, mixins, and functions to make writing and maintaining styles more efficient.
  • A. the Less
    The Less is an epithet traditionally used to distinguish James the Less, one of the Twelve Apostles of Jesus, from other early Christian figures named James.
  • B. Little
    Little is a common English surname borne by numerous notable individuals across fields such as sports, politics, and the arts.
  • C. SmartLess
    SmartLess is a popular comedy podcast featuring candid, humorous interviews with celebrities and public figures, co-hosted by actors Will Arnett, Jason Bateman, and Sean Hayes.
  • D. Lesse
    The Lesse is a scenic river in southern Belgium known for flowing through the Ardennes, its limestone caves, and popular kayaking routes.
  • E. Len
    Len is a common shortened form of the given name Leonard.
  • 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_69b34544be3c819084d1ab82d29f90c5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3501d677481909e7416a1d2b0008c completed March 12, 2026, 11:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7b0b2ec819090ccf042917ae207 completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b8ac37c88190ad2c6a8358e17554 completed March 14, 2026, 7:36 p.m.
NED2 Entity disambiguation (via description) batch_69b5b92eec8c81908c114238af39450f completed March 14, 2026, 7:38 p.m.
Created at: March 12, 2026, 11:07 p.m.