Triple

T13723455
Position Surface form Disambiguated ID Type / Status
Subject Fahrenheit 11/9 E329093 entity
Predicate featuresPerson P2308 FINISHED
Object David Hogg
David Hogg is an American gun control activist and survivor of the 2018 Parkland school shooting who became a prominent advocate for firearm reform and youth political engagement.
E1059489 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: David Hogg | Statement: [Fahrenheit 11/9, featuresPerson, David Hogg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Hogg
Context triple: [Fahrenheit 11/9, featuresPerson, David Hogg]
  • A. Aaron Crow
    Aaron Crow is an American former professional baseball pitcher who played in Major League Baseball, primarily for the Kansas City Royals.
  • B. Emma González
    Emma González is an American gun control activist and survivor of the 2018 Parkland school shooting who became a prominent voice in the March for Our Lives movement.
  • C. Levi Meaden
    Levi Meaden is a Canadian actor known for his roles in film and television, including appearances in projects like the thriller "Breaking In" and the series "The Killing" and "Aftermath."
  • D. Christopher Wallace
    Christopher Wallace is an American journalist and television news anchor known for his incisive political interviews and long career at major U.S. networks.
  • E. Christopher Wallace
    Christopher Wallace, better known by his stage name The Notorious B.I.G. (or Biggie Smalls), was a highly influential American rapper and a central figure in 1990s East Coast hip hop.
  • 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: David Hogg
Triple: [Fahrenheit 11/9, featuresPerson, David Hogg]
Generated description
David Hogg is an American gun control activist and survivor of the 2018 Parkland school shooting who became a prominent advocate for firearm reform and youth political engagement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Hogg
Target entity description: David Hogg is an American gun control activist and survivor of the 2018 Parkland school shooting who became a prominent advocate for firearm reform and youth political engagement.
  • A. Aaron Crow
    Aaron Crow is an American former professional baseball pitcher who played in Major League Baseball, primarily for the Kansas City Royals.
  • B. Emma González
    Emma González is an American gun control activist and survivor of the 2018 Parkland school shooting who became a prominent voice in the March for Our Lives movement.
  • C. Levi Meaden
    Levi Meaden is a Canadian actor known for his roles in film and television, including appearances in projects like the thriller "Breaking In" and the series "The Killing" and "Aftermath."
  • D. Christopher Wallace
    Christopher Wallace is an American journalist and television news anchor known for his incisive political interviews and long career at major U.S. networks.
  • E. Christopher Wallace
    Christopher Wallace, better known by his stage name The Notorious B.I.G. (or Biggie Smalls), was a highly influential American rapper and a central figure in 1990s East Coast hip hop.
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de01f52e748190b49c34e10ab8ac34 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a84a2ed481909005720b0531e585 completed May 3, 2026, 7:55 p.m.
NEDg Description generation batch_69f7a994cd688190a077a4854c5c71c9 completed May 3, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69f7aa2f696081908f48d44bf7271abc completed May 3, 2026, 8:03 p.m.
Created at: April 9, 2026, 9:55 p.m.