Triple

T2825123
Position Surface form Disambiguated ID Type / Status
Subject Zach Thomas E54901 entity
Predicate fullName P16 FINISHED
Object Zachary Michael Thomas
Zachary Michael Thomas is a former American football linebacker best known for his standout NFL career with the Miami Dolphins.
E300590 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: Zachary Michael Thomas | Statement: [Zach Thomas, fullName, Zachary Michael Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zachary Michael Thomas
Context triple: [Zach Thomas, fullName, Zachary Michael Thomas]
  • A. Zach Clayton
    Zach Clayton was an American professional wrestling referee best known for officiating major matches during the sport’s territorial era.
  • B. Zachary Williams
    Zachary Williams is the eldest son of the late American actor and comedian Robin Williams.
  • C. Micah Fitzerman-Blue
    Micah Fitzerman-Blue is an American screenwriter and producer best known for co-writing the Fred Rogers-inspired film "A Beautiful Day in the Neighborhood."
  • D. Zach Filkins
    Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
  • E. Bryce James
    Bryce James is an American high school basketball player and the younger son of NBA superstar LeBron James.
  • 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: Zachary Michael Thomas
Triple: [Zach Thomas, fullName, Zachary Michael Thomas]
Generated description
Zachary Michael Thomas is a former American football linebacker best known for his standout NFL career with the Miami Dolphins.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zachary Michael Thomas
Target entity description: Zachary Michael Thomas is a former American football linebacker best known for his standout NFL career with the Miami Dolphins.
  • A. Zach Clayton
    Zach Clayton was an American professional wrestling referee best known for officiating major matches during the sport’s territorial era.
  • B. Zachary Williams
    Zachary Williams is the eldest son of the late American actor and comedian Robin Williams.
  • C. Micah Fitzerman-Blue
    Micah Fitzerman-Blue is an American screenwriter and producer best known for co-writing the Fred Rogers-inspired film "A Beautiful Day in the Neighborhood."
  • D. Zach Filkins
    Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
  • E. Bryce James
    Bryce James is an American high school basketball player and the younger son of NBA superstar LeBron James.
  • 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_69ab49e100c0819082a40cb797383243 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde925e688190bb390d3182f8c4f0 completed March 7, 2026, 8:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69afceaf9298819093eb24a8ff0b5e02 completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afcf20b6a08190bdf91bed219d2653 completed March 10, 2026, 7:58 a.m.
NED2 Entity disambiguation (via description) batch_69afcf7e02648190889576d7a180a193 completed March 10, 2026, 7:59 a.m.
Created at: March 6, 2026, 9:59 p.m.