Triple
T8284996
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | tune2fs |
E193767
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Theodore Ts'o
Theodore Ts'o is a prominent American software engineer best known for his pioneering work on the Linux kernel and the ext2/ext3/ext4 filesystems.
|
E724121
|
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: Theodore Ts'o | Statement: [tune2fs, developer, Theodore Ts'o]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Theodore Ts'o Context triple: [tune2fs, developer, Theodore Ts'o]
-
A.
Bryan Cantrill
Bryan Cantrill is a software engineer and technology executive best known for his work on operating systems and observability tools, particularly during his tenure at Sun Microsystems and later as CTO of Joyent and co-founder of Oxide Computer Company.
-
B.
Patrick Volkerding
Patrick Volkerding is an American software engineer best known as the founder and long-time maintainer of the Slackware Linux distribution, one of the oldest surviving Linux distros.
-
C.
Bruce Perens
Bruce Perens is a prominent open-source advocate and co-founder of the Open Source Initiative, known for authoring the Debian Free Software Guidelines and the Open Source Definition.
-
D.
Benjamin N. Kaduk
Benjamin N. Kaduk is a computer networking expert and contributor to Internet standards, particularly within the IETF community.
-
E.
Andrew G. Myers
Andrew G. Myers is an American organic chemist renowned for his contributions to complex molecule synthesis and medicinal chemistry.
- 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: Theodore Ts'o Triple: [tune2fs, developer, Theodore Ts'o]
Generated description
Theodore Ts'o is a prominent American software engineer best known for his pioneering work on the Linux kernel and the ext2/ext3/ext4 filesystems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Theodore Ts'o Target entity description: Theodore Ts'o is a prominent American software engineer best known for his pioneering work on the Linux kernel and the ext2/ext3/ext4 filesystems.
-
A.
Bryan Cantrill
Bryan Cantrill is a software engineer and technology executive best known for his work on operating systems and observability tools, particularly during his tenure at Sun Microsystems and later as CTO of Joyent and co-founder of Oxide Computer Company.
-
B.
Patrick Volkerding
Patrick Volkerding is an American software engineer best known as the founder and long-time maintainer of the Slackware Linux distribution, one of the oldest surviving Linux distros.
-
C.
Bruce Perens
Bruce Perens is a prominent open-source advocate and co-founder of the Open Source Initiative, known for authoring the Debian Free Software Guidelines and the Open Source Definition.
-
D.
Benjamin N. Kaduk
Benjamin N. Kaduk is a computer networking expert and contributor to Internet standards, particularly within the IETF community.
-
E.
Andrew G. Myers
Andrew G. Myers is an American organic chemist renowned for his contributions to complex molecule synthesis and medicinal chemistry.
- 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_69ca82e217a48190880695635c44b2ed |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7ad20ae481908179aba245c73fad |
completed | March 31, 2026, 7:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd687e64a08190a45a1cf5f5c32291 |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d55196881909cf5ec925792e09f |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e2bdae08190adc51e904e85695e |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:52 p.m.