Triple
T2257097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darwin |
E49751
|
entity |
| Predicate | includesComponent |
P1393
|
FINISHED |
| Object |
launchd
launchd is the unified service management and initialization system used in macOS and other Darwin-based operating systems to start, stop, and manage daemons, services, and processes.
|
E246561
|
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: launchd | Statement: [Darwin, includesComponent, launchd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: launchd Context triple: [Darwin, includesComponent, launchd]
-
A.
daemontools
daemontools is a collection of Unix tools designed by Daniel J. Bernstein for reliable service supervision and process management.
-
B.
Darwin operating system
Darwin is an open-source, Unix-like operating system developed by Apple that forms the core foundation of macOS, iOS, and other Apple platforms.
-
C.
systemd
systemd is a modern init system and service manager for Linux that handles system startup, process supervision, logging, and various core system functions.
-
D.
Upstart
Upstart is an event-based init daemon developed for Linux systems to manage services and system startup and shutdown.
-
E.
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.
- 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: launchd Triple: [Darwin, includesComponent, launchd]
Generated description
launchd is the unified service management and initialization system used in macOS and other Darwin-based operating systems to start, stop, and manage daemons, services, and processes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: launchd Target entity description: launchd is the unified service management and initialization system used in macOS and other Darwin-based operating systems to start, stop, and manage daemons, services, and processes.
-
A.
daemontools
daemontools is a collection of Unix tools designed by Daniel J. Bernstein for reliable service supervision and process management.
-
B.
Darwin operating system
Darwin is an open-source, Unix-like operating system developed by Apple that forms the core foundation of macOS, iOS, and other Apple platforms.
-
C.
systemd
systemd is a modern init system and service manager for Linux that handles system startup, process supervision, logging, and various core system functions.
-
D.
Upstart
Upstart is an event-based init daemon developed for Linux systems to manage services and system startup and shutdown.
-
E.
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.
- 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_69a88aaa9250819095e127d0d77e8a32 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc1570dc88190bb2b17ed4c25dbb5 |
completed | March 7, 2026, 6:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b2229288190a7da9025dc394e67 |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6b5814f88190b6ff9d586d2b6351 |
completed | March 9, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6befcf4081909e1ee5d18abea357 |
completed | March 9, 2026, 6:42 a.m. |
Created at: March 4, 2026, 7:47 p.m.