Triple

T1429797
Position Surface form Disambiguated ID Type / Status
Subject Macromedia E30416 entity
Predicate knownFor P22 FINISHED
Object Contribute
Contribute is a web publishing and content management tool developed by Macromedia to let non-technical users easily update and manage website content.
 E163329 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: Contribute | Statement: [Macromedia, knownFor, Contribute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Contribute
Context triple: [Macromedia, knownFor, Contribute]
  • A. Contact
    Contact is a science fiction novel by Carl Sagan that explores humanity’s first communication with an extraterrestrial intelligence and the intersection of science, faith, and politics.
  • B. Changes
    "Changes" is a track featured on the hip hop album *Universal Mind Control* by Common.
  • C. Changes
    "Changes" is a socially conscious hip-hop song by Tupac Shakur that reflects on racism, poverty, and systemic injustice in America.
  • D. Ideeën
    Ideeën is a multi-volume collection of essays, sketches, and aphorisms by Dutch writer Multatuli, in which he sharply critiques social injustice, colonialism, and bourgeois hypocrisy.
  • E. Feedback
    "Feedback" is a 2008 dance-pop and R&B single by American singer Janet Jackson, known for its futuristic production and sexually confident lyrics.
  • 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: Contribute
Triple: [Macromedia, knownFor, Contribute]
Generated description
Contribute is a web publishing and content management tool developed by Macromedia to let non-technical users easily update and manage website content.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Contribute
Target entity description: Contribute is a web publishing and content management tool developed by Macromedia to let non-technical users easily update and manage website content.
  • A. Contact
    Contact is a science fiction novel by Carl Sagan that explores humanity’s first communication with an extraterrestrial intelligence and the intersection of science, faith, and politics.
  • B. Changes
    "Changes" is a track featured on the hip hop album *Universal Mind Control* by Common.
  • C. Changes
    "Changes" is a socially conscious hip-hop song by Tupac Shakur that reflects on racism, poverty, and systemic injustice in America.
  • D. Ideeën
    Ideeën is a multi-volume collection of essays, sketches, and aphorisms by Dutch writer Multatuli, in which he sharply critiques social injustice, colonialism, and bourgeois hypocrisy.
  • E. Feedback
    "Feedback" is a 2008 dance-pop and R&B single by American singer Janet Jackson, known for its futuristic production and sexually confident lyrics.
  • F. None of above. chosen

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_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4db2d7481908d241593d0e17d83 completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad016930ec8190ab3900d6f40c4aa0 completed March 8, 2026, 4:56 a.m.
NEDg Description generation batch_69ad01d1c01c81908917c4837ed2b393 completed March 8, 2026, 4:57 a.m.
NED2 Entity disambiguation (via description) batch_69ad0265f610819085a2dd293abd4812 completed March 8, 2026, 5 a.m.
Created at: March 1, 2026, 8 p.m.