Triple
T12562110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TeX Live |
E295375
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
TeX Users Group
TeX Users Group is an international organization that supports and promotes the use and development of the TeX typesetting system and related software.
|
E991144
|
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: TeX Users Group | Statement: [TeX Live, developer, TeX Users Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TeX Users Group Context triple: [TeX Live, developer, TeX Users Group]
-
A.
Adobe Group
Adobe Group is an archaeological architectural complex at Mitla characterized by its adobe-constructed structures and distinctive pre-Hispanic design.
-
B.
USENIX Association
The USENIX Association is a nonprofit professional organization dedicated to advancing computing systems research and practice, best known for its technical conferences and publications in the fields of operating systems, security, and systems engineering.
-
C.
The Document Foundation
The Document Foundation is a non-profit organization that oversees the development of the LibreOffice open-source office suite and promotes free, community-driven productivity software.
-
D.
Python community
The Python community is the global network of developers, users, and contributors who collaboratively build, maintain, and advance the Python programming language and its ecosystem.
-
E.
Terrapin Station Foundation
Terrapin Station Foundation is a nonprofit organization connected to the Grateful Dead community that supports social and environmental causes through philanthropy and community engagement.
- 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: TeX Users Group Triple: [TeX Live, developer, TeX Users Group]
Generated description
TeX Users Group is an international organization that supports and promotes the use and development of the TeX typesetting system and related software.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TeX Users Group Target entity description: TeX Users Group is an international organization that supports and promotes the use and development of the TeX typesetting system and related software.
-
A.
Adobe Group
Adobe Group is an archaeological architectural complex at Mitla characterized by its adobe-constructed structures and distinctive pre-Hispanic design.
-
B.
USENIX Association
The USENIX Association is a nonprofit professional organization dedicated to advancing computing systems research and practice, best known for its technical conferences and publications in the fields of operating systems, security, and systems engineering.
-
C.
The Document Foundation
The Document Foundation is a non-profit organization that oversees the development of the LibreOffice open-source office suite and promotes free, community-driven productivity software.
-
D.
Python community
The Python community is the global network of developers, users, and contributors who collaboratively build, maintain, and advance the Python programming language and its ecosystem.
-
E.
Terrapin Station Foundation
Terrapin Station Foundation is a nonprofit organization connected to the Grateful Dead community that supports social and environmental causes through philanthropy and community engagement.
- 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_69d6ad9cac2c81908e8a7bed82d1e21d |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95494ae1c81908b9ee14b8ef92a65 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6558da7e0819086860bfaf394e2d8 |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f65a0f1b2881908a7cb21c9de1a5c2 |
completed | May 2, 2026, 8:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f65ad4424c8190933759cca5d73c22 |
completed | May 2, 2026, 8:13 p.m. |
Created at: April 8, 2026, 11:48 p.m.