Triple

T4555325
Position Surface form Disambiguated ID Type / Status
Subject Laravel E120464 entity
Predicate hasSubproject P58005 FINISHED
Object Lumen
Lumen is a lightweight PHP micro-framework created by the Laravel team, optimized for building fast microservices and APIs.
E452798 NE FINISHED

How this triple was built (5 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: Lumen | Statement: [Laravel, hasSubproject, Lumen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lumen
Context triple: [Laravel, hasSubproject, Lumen]
  • A. Lumen
    Lumen is a telecommunications and technology company brand offering network, edge cloud, security, and communication services to businesses and enterprises.
  • B. Luma
    Luma is a small, star-shaped celestial creature from the Super Mario series, known for its cute appearance and connection to Rosalina and the cosmos.
  • C. Illumination
    Illumination is an American animation studio best known for creating the Despicable Me franchise and other popular family-oriented animated films.
  • D. Lumo
    Lumo is a British open-access train operator running low-cost, long-distance electric services on the East Coast Main Line between London and northeastern England.
  • E. Numen Lumen
    Numen Lumen is the Latin motto of Newcastle University, traditionally interpreted as “God is my light” or “spiritual light,” reflecting the institution’s emphasis on enlightenment through knowledge.
  • 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: Lumen
Triple: [Laravel, hasSubproject, Lumen]
Generated description
Lumen is a lightweight PHP micro-framework created by the Laravel team, optimized for building fast microservices and APIs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lumen
Target entity description: Lumen is a lightweight PHP micro-framework created by the Laravel team, optimized for building fast microservices and APIs.
  • A. Lumen
    Lumen is a telecommunications and technology company brand offering network, edge cloud, security, and communication services to businesses and enterprises.
  • B. Luma
    Luma is a small, star-shaped celestial creature from the Super Mario series, known for its cute appearance and connection to Rosalina and the cosmos.
  • C. Illumination
    Illumination is an American animation studio best known for creating the Despicable Me franchise and other popular family-oriented animated films.
  • D. Lumo
    Lumo is a British open-access train operator running low-cost, long-distance electric services on the East Coast Main Line between London and northeastern England.
  • E. Numen Lumen
    Numen Lumen is the Latin motto of Newcastle University, traditionally interpreted as “God is my light” or “spiritual light,” reflecting the institution’s emphasis on enlightenment through knowledge.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSubproject
Context triple: [Laravel, hasSubproject, Lumen]
  • A. hasSubProcess
    Indicates that one process is composed of or includes another process as a subordinate or component step.
  • B. hasSubcomponent
    Indicates that one entity is a constituent part or component of another, larger entity.
  • C. hasProjectIn
    Indicates that an entity is involved with or associated with a project that takes place within a specified location or context.
  • D. hasProject
    Indicates that an entity is associated with or responsible for a particular project.
  • E. hasSubService
    Indicates that one service includes or is composed of another, more specific service as a subordinate or component part.
  • F. None of above. chosen

Provenance (7 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd5813af948190b10b02dadf6496bf completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc57d59f88190857cbda79caf3c38 completed March 20, 2026, 10:09 p.m.
NEDg Description generation batch_69bdc8a14ca88190b4104c113e150edd completed March 20, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_69bdc95f7064819081c69df00a869c31 completed March 20, 2026, 10:25 p.m.
PD Predicate disambiguation batch_69bd5223423c81908317351b58cff5f5 completed March 20, 2026, 1:56 p.m.
PDg Predicate description generation batch_69bd56b4a9508190acdb888eef18f1ee completed March 20, 2026, 2:16 p.m.
Created at: March 20, 2026, 1:09 p.m.