Triple
T18528925
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taylor Otwell |
E452786
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Laravel LLC
Laravel LLC is the company behind the Laravel PHP web application framework, responsible for its development, stewardship, and ecosystem.
|
E1328956
|
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: Laravel LLC | Statement: [Taylor Otwell, founded, Laravel LLC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laravel LLC Context triple: [Taylor Otwell, founded, Laravel LLC]
-
A.
LLC
An LLC (Limited Liability Company) is a flexible business structure that combines the limited liability protection of a corporation with the pass-through taxation and operational simplicity of a partnership or sole proprietorship.
-
B.
Loon LLC
Loon LLC was an Alphabet Inc. subsidiary focused on providing internet connectivity via high-altitude balloons in the stratosphere.
-
C.
Cinovation Studios
Cinovation Studios is a special effects and makeup company known for its innovative creature and prosthetic work in film and television, founded by renowned makeup artist Rick Baker.
-
D.
Cadabra, Inc.
Cadabra, Inc. was the original name of the company that later became Amazon, the multinational e-commerce and technology giant founded by Jeff Bezos.
-
E.
Triliteral, LLC
Triliteral, LLC is a book distribution and fulfillment company that provides warehousing, order processing, and shipping services for academic and scholarly publishers.
- 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: Laravel LLC Triple: [Taylor Otwell, founded, Laravel LLC]
Generated description
Laravel LLC is the company behind the Laravel PHP web application framework, responsible for its development, stewardship, and ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laravel LLC Target entity description: Laravel LLC is the company behind the Laravel PHP web application framework, responsible for its development, stewardship, and ecosystem.
-
A.
LLC
An LLC (Limited Liability Company) is a flexible business structure that combines the limited liability protection of a corporation with the pass-through taxation and operational simplicity of a partnership or sole proprietorship.
-
B.
Loon LLC
Loon LLC was an Alphabet Inc. subsidiary focused on providing internet connectivity via high-altitude balloons in the stratosphere.
-
C.
Cinovation Studios
Cinovation Studios is a special effects and makeup company known for its innovative creature and prosthetic work in film and television, founded by renowned makeup artist Rick Baker.
-
D.
Cadabra, Inc.
Cadabra, Inc. was the original name of the company that later became Amazon, the multinational e-commerce and technology giant founded by Jeff Bezos.
-
E.
Triliteral, LLC
Triliteral, LLC is a book distribution and fulfillment company that provides warehousing, order processing, and shipping services for academic and scholarly publishers.
- 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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e533fad2d081908395914d6a6b4eb1 |
completed | April 19, 2026, 7:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049178ea1c819085480137adfb3841 |
completed | May 13, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_6a04921b1a508190b8bb6d6c4597ab99 |
completed | May 13, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0492ba4ea08190b59510b221ad5d21 |
completed | May 13, 2026, 3:03 p.m. |
Created at: April 10, 2026, 11:37 a.m.