Triple
T17559571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LAMP stack |
E427664
|
entity |
| Predicate | acronymFor |
P590
|
FINISHED |
| Object | Linux Apache MySQL PHP |
—
|
NE NERFINISHED |
How this triple was built (2 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: Linux Apache MySQL PHP | Statement: [LAMP stack, acronymFor, Linux Apache MySQL PHP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linux Apache MySQL PHP Context triple: [LAMP stack, acronymFor, Linux Apache MySQL PHP]
-
A.
LAMP stack
chosen
The LAMP stack is a popular open-source web development platform consisting of Linux, Apache, MySQL, and PHP (or Perl/Python) used to build and deploy dynamic websites and applications.
-
B.
LAMMP
LAMMP is a former political coalition in the Philippines that united several parties and politicians in opposition during the late 1990s.
-
C.
LAMP
LAMP is a far-ultraviolet spectrograph aboard NASA’s Lunar Reconnaissance Orbiter used to study the Moon’s surface composition and tenuous exosphere, especially in permanently shadowed regions.
-
D.
MySQL AB
MySQL AB was the Swedish company that developed and commercially supported the popular open-source MySQL relational database management system.
-
E.
Apache
The Apache are a group of culturally related Native American peoples of the Southwestern United States, known for their distinct languages, nomadic traditions, and resistance to colonial expansion.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d889e0385081908a04b66f4dd4bd0d |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4562573e48190a19f30fe915a5455 |
completed | April 19, 2026, 4:12 a.m. |
Created at: April 10, 2026, 5:50 a.m.