Triple

T4555263
Position Surface form Disambiguated ID Type / Status
Subject Joomla! E120463 entity
Predicate originatedAsForkOf P48596 FINISHED
Object Mambo
Mambo is an open-source content management system that was widely used in the early 2000s for building dynamic websites and later served as the codebase origin for Joomla!.
 E452785 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: Mambo | Statement: [Joomla!, originatedAsForkOf, Mambo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mambo
Context triple: [Joomla!, originatedAsForkOf, Mambo]
  • A. Mambo!
    Mambo! is a 1950s exotica and Latin-influenced studio album by Peruvian soprano Yma Sumac, showcasing her extraordinary multi-octave vocal range.
  • B. Mambo Mouth
    Mambo Mouth is a one-man off-Broadway stage show by John Leguizamo in which he portrays multiple Latino characters in a fast-paced, comedic performance.
  • C. Mishanya
    Mishanya is a Russian diminutive nickname commonly used for the male given name Mikhail.
  • D. Ini Kamoze
    Ini Kamoze is a Jamaican reggae and dancehall singer best known internationally for his 1994 hit single "Here Comes the Hotstepper."
  • E. Samba Pa Ti
    "Samba Pa Ti" is an instrumental Latin rock ballad by guitarist Carlos Santana, renowned for its expressive, melodic guitar work and enduring popularity since its release in 1970.
  • 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: Mambo
Triple: [Joomla!, originatedAsForkOf, Mambo]
Generated description
Mambo is an open-source content management system that was widely used in the early 2000s for building dynamic websites and later served as the codebase origin for Joomla!.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mambo
Target entity description: Mambo is an open-source content management system that was widely used in the early 2000s for building dynamic websites and later served as the codebase origin for Joomla!.
  • A. Mambo!
    Mambo! is a 1950s exotica and Latin-influenced studio album by Peruvian soprano Yma Sumac, showcasing her extraordinary multi-octave vocal range.
  • B. Mambo Mouth
    Mambo Mouth is a one-man off-Broadway stage show by John Leguizamo in which he portrays multiple Latino characters in a fast-paced, comedic performance.
  • C. Mishanya
    Mishanya is a Russian diminutive nickname commonly used for the male given name Mikhail.
  • D. Ini Kamoze
    Ini Kamoze is a Jamaican reggae and dancehall singer best known internationally for his 1994 hit single "Here Comes the Hotstepper."
  • E. Samba Pa Ti
    "Samba Pa Ti" is an instrumental Latin rock ballad by guitarist Carlos Santana, renowned for its expressive, melodic guitar work and enduring popularity since its release in 1970.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: originatedAsForkOf
Context triple: [Joomla!, originatedAsForkOf, Mambo]
  • A. developedFrom
    Indicates that one entity originates, evolves, or is derived from another as its source or precursor.
  • B. openedAsBranchOf
    Indicates that one entity was established and began operating as a branch or subsidiary location of another entity.
  • C. notableFork chosen
    Indicates that one entity is a significant fork or derivative version of another, typically diverging in a notable or influential way from the original.
  • D. derivedFrom
    Indicates that one entity originates, is obtained, or is developed from another source entity.
  • E. isVersionOf
    Indicates that one entity is a particular version, edition, or variant derived from another entity.
  • F. None of above.

Provenance (6 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.
Created at: March 20, 2026, 1:09 p.m.