Triple
T1041726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PHP |
E22482
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
The PHP Group
The PHP Group is the organization responsible for maintaining and advancing the PHP programming language and its official implementation.
|
E120459
|
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 PHP Group | Statement: [PHP, developer, The PHP Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The PHP Group Context triple: [PHP, developer, The PHP Group]
-
A.
Apache Software Foundation
The Apache Software Foundation is a non-profit organization that oversees and supports a large ecosystem of open-source software projects, including the Apache HTTP Server and many other widely used tools and frameworks.
-
B.
Open Source Initiative
The Open Source Initiative is a non-profit organization that promotes and protects open source software by defining the Open Source Definition and approving licenses that comply with it.
-
C.
World Wide Web Consortium
The World Wide Web Consortium (W3C) is the main international standards organization responsible for developing open protocols and guidelines to ensure the long-term growth and interoperability of the Web.
-
D.
Free Software Foundation
The Free Software Foundation is a nonprofit organization that promotes computer users' freedom and defends the rights of all software users through advocacy, licensing, and development of free software.
-
E.
Free Software Foundation Europe
Free Software Foundation Europe is a non-profit organization that promotes and defends free and open source software, digital rights, and user freedoms across Europe.
- 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 PHP Group Triple: [PHP, developer, The PHP Group]
Generated description
The PHP Group is the organization responsible for maintaining and advancing the PHP programming language and its official implementation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The PHP Group Target entity description: The PHP Group is the organization responsible for maintaining and advancing the PHP programming language and its official implementation.
-
A.
Apache Software Foundation
The Apache Software Foundation is a non-profit organization that oversees and supports a large ecosystem of open-source software projects, including the Apache HTTP Server and many other widely used tools and frameworks.
-
B.
Open Source Initiative
The Open Source Initiative is a non-profit organization that promotes and protects open source software by defining the Open Source Definition and approving licenses that comply with it.
-
C.
World Wide Web Consortium
The World Wide Web Consortium (W3C) is the main international standards organization responsible for developing open protocols and guidelines to ensure the long-term growth and interoperability of the Web.
-
D.
Free Software Foundation
The Free Software Foundation is a nonprofit organization that promotes computer users' freedom and defends the rights of all software users through advocacy, licensing, and development of free software.
-
E.
Free Software Foundation Europe
Free Software Foundation Europe is a non-profit organization that promotes and defends free and open source software, digital rights, and user freedoms across Europe.
- 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_69a493d91478819094cc01fb65564bc1 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b82f6c14819080277443ea4722dd |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bc768948190b1cda4eea93fe4b6 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3c41ab70819090084c508dbfd295 |
completed | March 7, 2026, 2:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3cbd43848190854add440753fdad |
completed | March 7, 2026, 2:57 p.m. |
Created at: March 1, 2026, 7:42 p.m.