Triple
T2793047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU gettext |
E61971
|
entity |
| Predicate | includesTool |
P1393
|
FINISHED |
| Object |
msgfmt
msgfmt is a command-line program in the GNU gettext suite that compiles human-readable translation source files into binary message catalogs used by internationalized software.
|
E61971
|
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: msgfmt | Statement: [GNU gettext, includesTool, msgfmt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: msgfmt Context triple: [GNU gettext, includesTool, msgfmt]
-
A.
GNU gettext
GNU gettext is a widely used GNU internationalization and localization framework that provides tools and libraries for translating the text of software programs into different languages.
-
B.
Unicode CLDR
Unicode CLDR is a standardized, collaboratively maintained repository of locale data that underpins internationalization and localization features in software and digital platforms worldwide.
-
C.
Unicode ICU
Unicode ICU (International Components for Unicode) is a widely used open-source library that provides robust, cross-platform support for Unicode text handling, internationalization, and localization in software applications.
-
D.
HoTMetaL
HoTMetaL was one of the earliest commercial HTML editors, developed by SoftQuad Software for creating and editing web pages in the early days of the World Wide Web.
-
E.
MLT
MLT is the three-letter ISO 3166-1 alpha-3 country code assigned to Malta.
- 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: msgfmt Triple: [GNU gettext, includesTool, msgfmt]
Generated description
msgfmt is a command-line program in the GNU gettext suite that compiles human-readable translation source files into binary message catalogs used by internationalized software.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: msgfmt Target entity description: msgfmt is a command-line program in the GNU gettext suite that compiles human-readable translation source files into binary message catalogs used by internationalized software.
-
A.
GNU gettext
chosen
GNU gettext is a widely used GNU internationalization and localization framework that provides tools and libraries for translating the text of software programs into different languages.
-
B.
Unicode CLDR
Unicode CLDR is a standardized, collaboratively maintained repository of locale data that underpins internationalization and localization features in software and digital platforms worldwide.
-
C.
Unicode ICU
Unicode ICU (International Components for Unicode) is a widely used open-source library that provides robust, cross-platform support for Unicode text handling, internationalization, and localization in software applications.
-
D.
HoTMetaL
HoTMetaL was one of the earliest commercial HTML editors, developed by SoftQuad Software for creating and editing web pages in the early days of the World Wide Web.
-
E.
MLT
MLT is the three-letter ISO 3166-1 alpha-3 country code assigned to Malta.
- F. None of above.
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_69ab4b7f51d881908768300ebd2fbdae |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abddd107ac81908eb1a6946834eee3 |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc65ebe788190859012e930918b05 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc6c6c620819098b76db174a6f98e |
completed | March 10, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc72b2e3c8190aad78ac8924f07af |
completed | March 10, 2026, 7:24 a.m. |
Created at: March 6, 2026, 9:58 p.m.