Triple
T11958246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU Flex |
E284605
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
The Flex Project
The Flex Project is the group responsible for maintaining and developing GNU Flex, a widely used open-source lexical analyzer generator.
|
E956192
|
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: The Flex Project | Statement: [GNU Flex, developer, The Flex Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Flex Project Context triple: [GNU Flex, developer, The Flex Project]
-
A.
FLEX
FLEX is a flexible, demand-responsive bus service operated by the North County Transit District in northern San Diego County, California.
-
B.
Neo project
The Neo project is a major urban redevelopment initiative on Brussels’ Heysel Plateau, aiming to transform the area into a mixed-use district with housing, offices, retail, and leisure facilities.
-
C.
The Growl Project
The Growl Project is the development team behind the Growl notification system for macOS, responsible for creating and maintaining the software.
-
D.
Aristo project
The Aristo project is an AI research initiative by the Allen Institute for Artificial Intelligence focused on building systems that can answer and reason about standardized science exam questions.
-
E.
Cinnamon project
The Cinnamon project is a Linux desktop environment that provides a traditional, user-friendly interface, best known for being the default desktop of the Linux Mint distribution.
- 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: The Flex Project Triple: [GNU Flex, developer, The Flex Project]
Generated description
The Flex Project is the group responsible for maintaining and developing GNU Flex, a widely used open-source lexical analyzer generator.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Flex Project Target entity description: The Flex Project is the group responsible for maintaining and developing GNU Flex, a widely used open-source lexical analyzer generator.
-
A.
FLEX
FLEX is a flexible, demand-responsive bus service operated by the North County Transit District in northern San Diego County, California.
-
B.
Neo project
The Neo project is a major urban redevelopment initiative on Brussels’ Heysel Plateau, aiming to transform the area into a mixed-use district with housing, offices, retail, and leisure facilities.
-
C.
The Growl Project
The Growl Project is the development team behind the Growl notification system for macOS, responsible for creating and maintaining the software.
-
D.
Aristo project
The Aristo project is an AI research initiative by the Allen Institute for Artificial Intelligence focused on building systems that can answer and reason about standardized science exam questions.
-
E.
Cinnamon project
The Cinnamon project is a Linux desktop environment that provides a traditional, user-friendly interface, best known for being the default desktop of the Linux Mint distribution.
- 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_69d6ab2db38c8190b1f0ed6663ef8ada |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903681a00819098c2b5260e2ef834 |
completed | April 10, 2026, 2:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f459210d1c8190953cd01da3d2ad04 |
completed | May 1, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69f4645ef63881909b46937f73d637a3 |
completed | May 1, 2026, 8:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f465be4db08190882898a17d077019 |
completed | May 1, 2026, 8:35 a.m. |
Created at: April 8, 2026, 9:45 p.m.