Triple
T12516477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arnold Robbins |
E299202
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Classic Shell Scripting
Classic Shell Scripting is a technical book that teaches practical Unix shell scripting techniques and tools for automating tasks and managing systems.
|
E987004
|
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: Classic Shell Scripting | Statement: [Arnold Robbins, notableWork, Classic Shell Scripting]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Classic Shell Scripting Context triple: [Arnold Robbins, notableWork, Classic Shell Scripting]
-
A.
Bash
Bash is a rock-themed Earth-element dragon character from the Skylanders video game series, known for his powerful rolling and tail-based attacks.
-
B.
Unix shell
A Unix shell is a command-line interpreter and scripting environment used on Unix and Unix-like systems to execute commands, run programs, and automate tasks.
-
C.
Shell
Shell is a major global oil and gas company headquartered in the Netherlands and the United Kingdom, known for its extensive energy production, refining, and retail operations.
-
D.
Shell
"Shell" is a minimalist, bass-heavy hip-hop track by Chicago rapper Valee, showcasing his laid-back flow and off-kilter delivery.
-
E.
In the Beginning... Was the Command Line
In the Beginning... Was the Command Line is a long-form essay by Neal Stephenson that explores the history, culture, and philosophy of operating systems and hacker culture at the turn of the digital age.
- 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: Classic Shell Scripting Triple: [Arnold Robbins, notableWork, Classic Shell Scripting]
Generated description
Classic Shell Scripting is a technical book that teaches practical Unix shell scripting techniques and tools for automating tasks and managing systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Classic Shell Scripting Target entity description: Classic Shell Scripting is a technical book that teaches practical Unix shell scripting techniques and tools for automating tasks and managing systems.
-
A.
Bash
Bash is a rock-themed Earth-element dragon character from the Skylanders video game series, known for his powerful rolling and tail-based attacks.
-
B.
Unix shell
A Unix shell is a command-line interpreter and scripting environment used on Unix and Unix-like systems to execute commands, run programs, and automate tasks.
-
C.
Shell
Shell is a major global oil and gas company headquartered in the Netherlands and the United Kingdom, known for its extensive energy production, refining, and retail operations.
-
D.
Shell
"Shell" is a minimalist, bass-heavy hip-hop track by Chicago rapper Valee, showcasing his laid-back flow and off-kilter delivery.
-
E.
In the Beginning... Was the Command Line
In the Beginning... Was the Command Line is a long-form essay by Neal Stephenson that explores the history, culture, and philosophy of operating systems and hacker culture at the turn of the digital age.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9541f80148190976d1d912fe155d0 |
completed | April 10, 2026, 7:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bbd58b88190baeb99380babf64f |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64ce257348190b01179773992d414 |
completed | May 2, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64da735f48190b051ce173c13e5b2 |
completed | May 2, 2026, 7:16 p.m. |
Created at: April 8, 2026, 9:57 p.m.