Triple

T8507578
Position Surface form Disambiguated ID Type / Status
Subject Matt Ox E201371 entity
Predicate birthName P65 FINISHED
Object Matthew Grau
Matthew Grau, better known as Matt Ox, is an American rapper who gained viral fame as a young teenager for his high-energy, internet-driven hip-hop tracks.
E739460 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: Matthew Grau | Statement: [Matt Ox, birthName, Matthew Grau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matthew Grau
Context triple: [Matt Ox, birthName, Matthew Grau]
  • A. James Walter Grau
    James Walter Grau is an American television producer and executive known for his work in broadcast media and his marriage to Elizabeth Trump Grau, sister of former U.S. President Donald Trump.
  • B. Matthew Kragen
    Matthew Kragen is the wealthy, self-serving retail magnate and primary antagonist in the comedy film "Last Holiday."
  • C. Matt Graver
    Matt Graver is a seasoned and morally ambiguous CIA operative who orchestrates covert operations against Mexican drug cartels in the film "Sicario."
  • D. Matthew Aldrich
    Matthew Aldrich is an American screenwriter best known for co-writing Pixar’s Academy Award–winning animated film "Coco."
  • E. Matthew Skemp
    Matthew Skemp is a musician best known as a member of the experimental indie rock band Volcano Choir.
  • 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: Matthew Grau
Triple: [Matt Ox, birthName, Matthew Grau]
Generated description
Matthew Grau, better known as Matt Ox, is an American rapper who gained viral fame as a young teenager for his high-energy, internet-driven hip-hop tracks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matthew Grau
Target entity description: Matthew Grau, better known as Matt Ox, is an American rapper who gained viral fame as a young teenager for his high-energy, internet-driven hip-hop tracks.
  • A. James Walter Grau
    James Walter Grau is an American television producer and executive known for his work in broadcast media and his marriage to Elizabeth Trump Grau, sister of former U.S. President Donald Trump.
  • B. Matthew Kragen
    Matthew Kragen is the wealthy, self-serving retail magnate and primary antagonist in the comedy film "Last Holiday."
  • C. Matt Graver
    Matt Graver is a seasoned and morally ambiguous CIA operative who orchestrates covert operations against Mexican drug cartels in the film "Sicario."
  • D. Matthew Aldrich
    Matthew Aldrich is an American screenwriter best known for co-writing Pixar’s Academy Award–winning animated film "Coco."
  • E. Matthew Skemp
    Matthew Skemp is a musician best known as a member of the experimental indie rock band Volcano Choir.
  • 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_69ca831fe47c8190b5c57b456d2aefa0 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe5de18448190a695eec609b34e1a completed March 31, 2026, 3:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e37b0548190908632fd167efac1 completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce5245c69c8190a2cd9a23954872e5 completed April 2, 2026, 11:25 a.m.
NED2 Entity disambiguation (via description) batch_69ce52d5c264819098e20971a8093acf completed April 2, 2026, 11:28 a.m.
Created at: March 30, 2026, 6:14 p.m.