Triple
T10427435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberty BASIC |
E245822
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Shoptalk Systems
Shoptalk Systems is a software company best known for creating and maintaining the Liberty BASIC programming language.
|
E862630
|
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: Shoptalk Systems | Statement: [Liberty BASIC, developer, Shoptalk Systems]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shoptalk Systems Context triple: [Liberty BASIC, developer, Shoptalk Systems]
-
A.
Shopian
Shopian is a town in the southern part of Jammu and Kashmir, India, known historically as an important trading hub and gateway along the ancient Mughal Road.
-
B.
Wyatt Software
Wyatt Software was a software company known for employing pioneering programmer Ward Cunningham early in his career.
-
C.
Syntrillium Software
Syntrillium Software was a software company best known for creating the audio editing program Cool Edit, which later evolved into Adobe Audition after Adobe acquired the firm.
-
D.
Byte Shop
Byte Shop was one of the first computer retail chains, best known for being the initial major retailer to order and sell the original Apple I computers.
-
E.
Trilogy Systems
Trilogy Systems was a pioneering but ultimately unsuccessful 1980s startup founded by computer architect Gene Amdahl to develop advanced mainframe computers using cutting-edge semiconductor technology.
- 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: Shoptalk Systems Triple: [Liberty BASIC, developer, Shoptalk Systems]
Generated description
Shoptalk Systems is a software company best known for creating and maintaining the Liberty BASIC programming language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shoptalk Systems Target entity description: Shoptalk Systems is a software company best known for creating and maintaining the Liberty BASIC programming language.
-
A.
Shopian
Shopian is a town in the southern part of Jammu and Kashmir, India, known historically as an important trading hub and gateway along the ancient Mughal Road.
-
B.
Wyatt Software
Wyatt Software was a software company known for employing pioneering programmer Ward Cunningham early in his career.
-
C.
Syntrillium Software
Syntrillium Software was a software company best known for creating the audio editing program Cool Edit, which later evolved into Adobe Audition after Adobe acquired the firm.
-
D.
Byte Shop
Byte Shop was one of the first computer retail chains, best known for being the initial major retailer to order and sell the original Apple I computers.
-
E.
Trilogy Systems
Trilogy Systems was a pioneering but ultimately unsuccessful 1980s startup founded by computer architect Gene Amdahl to develop advanced mainframe computers using cutting-edge semiconductor technology.
- 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_69d381bf3dc08190bf35a2643e4e8f22 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4ea498ab08190b451c0b257c0711b |
completed | April 7, 2026, 11:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7fc2b50b48190b1d5b29d19a240c2 |
completed | April 9, 2026, 7:21 p.m. |
| NEDg | Description generation | batch_69d822d76f3481909f7c04be19414b14 |
completed | April 9, 2026, 10:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d859fd8f0c8190b0fec880e1180e50 |
completed | April 10, 2026, 2:01 a.m. |
Created at: April 6, 2026, 12:12 p.m.