Triple
T18528950
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taylor Otwell |
E452786
|
entity |
| Predicate | primaryTechnologyStack |
P90628
|
FINISHED |
| Object | PHP |
—
|
NE NERFINISHED |
How this triple was built (3 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: PHP | Statement: [Taylor Otwell, primaryTechnologyStack, PHP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PHP Context triple: [Taylor Otwell, primaryTechnologyStack, PHP]
-
A.
PHP
PHP is the three-letter ISO 4217 currency code for the Philippine peso, the official monetary unit of the Philippines.
-
B.
PHP
chosen
PHP is a widely used open-source server-side scripting language especially suited for web development and powering dynamic websites and applications.
-
C.
ASP
ASP is a networking protocol used in Apple’s classic AppleTalk architecture to manage and maintain communication sessions between client and server applications.
-
D.
ASP
ASP is the commonly used abbreviation for the Assembly of States Parties, the management oversight and legislative body of the International Criminal Court composed of representatives from member countries.
-
E.
ASP
ASP (Advanced Sterilization Products) is a medical technology company specializing in infection prevention and sterilization solutions for healthcare facilities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryTechnologyStack Context triple: [Taylor Otwell, primaryTechnologyStack, PHP]
-
A.
technologyStack
Indicates the set of technologies, tools, and platforms used together to build or run a system, application, or project.
-
B.
programmingTechnology
chosen
Indicates a relationship where an entity is associated with, uses, or is implemented using a particular programming technology (such as a language, framework, or platform).
-
C.
formerTechnology
Indicates that an entity previously used or was associated with a particular technology but no longer is.
-
D.
usesTechnologyDevelopedBy
Indicates that one entity makes use of a technology that was created or developed by another entity.
-
E.
languageOfPrimaryProgramming
Indicates the programming language that is primarily used to implement or develop a given entity.
- F. None of above.
Provenance (3 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. |
| PD | Predicate disambiguation | batch_69e469e0025c81908f16ed4f922674af |
completed | April 19, 2026, 5:36 a.m. |
Created at: April 10, 2026, 11:37 a.m.