Triple

T2002181
Position Surface form Disambiguated ID Type / Status
Subject Daniel J. Bernstein E43494 entity
Predicate notableWork P4 FINISHED
Object daemontools
daemontools is a collection of Unix tools designed by Daniel J. Bernstein for reliable service supervision and process management.
 E224029 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: daemontools | Statement: [Daniel J. Bernstein, notableWork, daemontools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: daemontools
Context triple: [Daniel J. Bernstein, notableWork, daemontools]
  • A. OpenRC
    OpenRC is a dependency-based init system and service manager for Unix-like operating systems, designed as a lightweight and flexible alternative to systems like systemd.
  • B. systemd
    systemd is a modern init system and service manager for Linux that handles system startup, process supervision, logging, and various core system functions.
  • C. Docker
    Docker is an open-source platform that uses containerization to package, distribute, and run applications consistently across different computing environments.
  • D. Dracut
    Dracut is a town in northeastern Massachusetts, United States, known for its suburban character and proximity to the city of Lowell.
  • E. Upstart
    Upstart is an event-based init daemon developed for Linux systems to manage services and system startup and shutdown.
  • 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: daemontools
Triple: [Daniel J. Bernstein, notableWork, daemontools]
Generated description
daemontools is a collection of Unix tools designed by Daniel J. Bernstein for reliable service supervision and process management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: daemontools
Target entity description: daemontools is a collection of Unix tools designed by Daniel J. Bernstein for reliable service supervision and process management.
  • A. OpenRC
    OpenRC is a dependency-based init system and service manager for Unix-like operating systems, designed as a lightweight and flexible alternative to systems like systemd.
  • B. systemd
    systemd is a modern init system and service manager for Linux that handles system startup, process supervision, logging, and various core system functions.
  • C. Docker
    Docker is an open-source platform that uses containerization to package, distribute, and run applications consistently across different computing environments.
  • D. Dracut
    Dracut is a town in northeastern Massachusetts, United States, known for its suburban character and proximity to the city of Lowell.
  • E. Upstart
    Upstart is an event-based init daemon developed for Linux systems to manage services and system startup and shutdown.
  • 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_69a88715dbbc8190b2299e29e955d997 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8820cec8190a945e5daeb8c9df6 completed March 7, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0342ef8c8190b7771076282981c3 completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae057cc1a08190895031fa6c095f49 completed March 8, 2026, 11:25 p.m.
NED2 Entity disambiguation (via description) batch_69ae0751eff4819086e5469a2c56a24d completed March 8, 2026, 11:33 p.m.
Created at: March 4, 2026, 7:37 p.m.