Triple

T11979900
Position Surface form Disambiguated ID Type / Status
Subject TelevisaUnivision E285129 entity
Predicate hasMajorShareholder P1553 FINISHED
Object ForgeLight LLC
ForgeLight LLC is a media-focused investment firm founded by former Viacom executive Wade Davis, known for its significant ownership stake in Spanish-language broadcaster TelevisaUnivision.
E958071 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: ForgeLight LLC | Statement: [TelevisaUnivision, hasMajorShareholder, ForgeLight LLC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ForgeLight LLC
Context triple: [TelevisaUnivision, hasMajorShareholder, ForgeLight LLC]
  • A. Firelight Media
    Firelight Media is a nonprofit documentary film production company and talent incubator co-founded by acclaimed filmmaker Stanley Nelson Jr., dedicated to telling stories about underrepresented communities.
  • B. Limlight
    Limlight is a minor river in J.R.R. Tolkien’s Middle-earth that flows into the Great River Anduin and marks part of the boundary of Rohan.
  • C. Light of Lights
    Light of Lights is a central mystical concept in Islamic philosophy and Sufism, especially in al-Ghazali’s Mishkat al-Anwar, denoting the ultimate divine source from which all other lights and realities emanate.
  • D. Lumen Industries
    Lumen Industries is the mysterious and unsettling megacorporation at the center of the psychological sci-fi TV series "Severance," known for its secretive practices and mind-altering employee procedures.
  • E. Radiance Technologies
    Radiance Technologies is a U.S.-based defense and intelligence contractor specializing in advanced engineering, cybersecurity, and sensor solutions for government and military customers.
  • 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: ForgeLight LLC
Triple: [TelevisaUnivision, hasMajorShareholder, ForgeLight LLC]
Generated description
ForgeLight LLC is a media-focused investment firm founded by former Viacom executive Wade Davis, known for its significant ownership stake in Spanish-language broadcaster TelevisaUnivision.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ForgeLight LLC
Target entity description: ForgeLight LLC is a media-focused investment firm founded by former Viacom executive Wade Davis, known for its significant ownership stake in Spanish-language broadcaster TelevisaUnivision.
  • A. Firelight Media
    Firelight Media is a nonprofit documentary film production company and talent incubator co-founded by acclaimed filmmaker Stanley Nelson Jr., dedicated to telling stories about underrepresented communities.
  • B. Limlight
    Limlight is a minor river in J.R.R. Tolkien’s Middle-earth that flows into the Great River Anduin and marks part of the boundary of Rohan.
  • C. Light of Lights
    Light of Lights is a central mystical concept in Islamic philosophy and Sufism, especially in al-Ghazali’s Mishkat al-Anwar, denoting the ultimate divine source from which all other lights and realities emanate.
  • D. Lumen Industries
    Lumen Industries is the mysterious and unsettling megacorporation at the center of the psychological sci-fi TV series "Severance," known for its secretive practices and mind-altering employee procedures.
  • E. Radiance Technologies
    Radiance Technologies is a U.S.-based defense and intelligence contractor specializing in advanced engineering, cybersecurity, and sensor solutions for government and military customers.
  • 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_69d6ab2eaeb881909f7914758f859413 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90395a8788190bfbb3506c29e3825 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f47209bd088190bf4c7687c0a5eed6 completed May 1, 2026, 9:27 a.m.
NEDg Description generation batch_69f47b7ac4048190ae09f18f1a90338f completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47db91f38819092b7b5c5e2bb489b completed May 1, 2026, 10:17 a.m.
Created at: April 8, 2026, 9:46 p.m.