Triple

T4275221
Position Surface form Disambiguated ID Type / Status
Subject ripgrep E97033 entity
Predicate inspiredBy P9 FINISHED
Object ack
ack is a command-line search tool for programmers that improves on grep with language-aware searching, sensible defaults, and features tailored for codebases.
 E427870 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: ack | Statement: [ripgrep, inspiredBy, ack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ack
Context triple: [ripgrep, inspiredBy, ack]
  • A. ACK
    ACK is the three-letter IATA airport code for Nantucket Memorial Airport, which serves Nantucket Island in Massachusetts, USA.
  • B. ar
    ar is a Unix utility for creating, modifying, and extracting from archive files, commonly used to build and manage static libraries.
  • C. Kick
    Kick was the affectionate nickname of Kathleen Kennedy Cavendish, the socially prominent and charismatic sister of U.S. President John F. Kennedy.
  • D. Kick
    Kick is a live-streaming platform focused on gaming and creator-friendly revenue sharing, positioned as an alternative to Twitch.
  • E. Sac
    Sac is an alternative name for the Sauk, a Native American people originally from the Great Lakes region of North America.
  • 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: ack
Triple: [ripgrep, inspiredBy, ack]
Generated description
ack is a command-line search tool for programmers that improves on grep with language-aware searching, sensible defaults, and features tailored for codebases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ack
Target entity description: ack is a command-line search tool for programmers that improves on grep with language-aware searching, sensible defaults, and features tailored for codebases.
  • A. ACK
    ACK is the three-letter IATA airport code for Nantucket Memorial Airport, which serves Nantucket Island in Massachusetts, USA.
  • B. ar
    ar is a Unix utility for creating, modifying, and extracting from archive files, commonly used to build and manage static libraries.
  • C. Kick
    Kick was the affectionate nickname of Kathleen Kennedy Cavendish, the socially prominent and charismatic sister of U.S. President John F. Kennedy.
  • D. Kick
    Kick is a live-streaming platform focused on gaming and creator-friendly revenue sharing, positioned as an alternative to Twitch.
  • E. Sac
    Sac is an alternative name for the Sauk, a Native American people originally from the Great Lakes region of North America.
  • 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_69b3501c35688190a7d15d904f15f968 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.