Triple

T1041765
Position Surface form Disambiguated ID Type / Status
Subject PHP E22482 entity
Predicate framework P2450 FINISHED
Object Phalcon
Phalcon is a high-performance, open-source PHP web framework implemented as a C extension to deliver exceptionally fast execution and low resource usage.
 E22482 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: Phalcon | Statement: [PHP, framework, Phalcon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Phalcon
Context triple: [PHP, framework, Phalcon]
  • A. PHP
    PHP is the three-letter ISO 4217 currency code for the Philippine peso, the official monetary unit of the Philippines.
  • B. PHP
    PHP is a widely used open-source server-side scripting language especially suited for web development and powering dynamic websites and applications.
  • C. SpaceShipTwo
    SpaceShipTwo is a suborbital spaceplane developed for Virgin Galactic’s commercial space tourism program, designed to carry passengers to the edge of space for brief periods of weightlessness.
  • D. Doctrine Branch
    Doctrine Branch is a specialized unit within the U.S. Marine Corps responsible for developing, writing, and updating official warfighting doctrine and related publications.
  • E. Columbus Platform
    The Columbus Platform is a 1937 statement of principles that marked a major shift in Reform Judaism toward greater appreciation of Jewish peoplehood, tradition, and Zionism.
  • 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: Phalcon
Triple: [PHP, framework, Phalcon]
Generated description
Phalcon is a high-performance, open-source PHP web framework implemented as a C extension to deliver exceptionally fast execution and low resource usage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Phalcon
Target entity description: Phalcon is a high-performance, open-source PHP web framework implemented as a C extension to deliver exceptionally fast execution and low resource usage.
  • 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. SpaceShipTwo
    SpaceShipTwo is a suborbital spaceplane developed for Virgin Galactic’s commercial space tourism program, designed to carry passengers to the edge of space for brief periods of weightlessness.
  • D. Doctrine Branch
    Doctrine Branch is a specialized unit within the U.S. Marine Corps responsible for developing, writing, and updating official warfighting doctrine and related publications.
  • E. Columbus Platform
    The Columbus Platform is a 1937 statement of principles that marked a major shift in Reform Judaism toward greater appreciation of Jewish peoplehood, tradition, and Zionism.
  • F. None of above.

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.