Triple

T553193
Position Surface form Disambiguated ID Type / Status
Subject Sam Huff E11885 entity
Predicate familyName P18 FINISHED
Object Huff
Huff is a surname most prominently associated with Sam Huff, a Hall of Fame American football linebacker who starred for the New York Giants and Washington in the NFL.
E69337 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: Huff | Statement: [Sam Huff, familyName, Huff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huff
Context triple: [Sam Huff, familyName, Huff]
  • A. Huff-Duff
    Huff-Duff (high-frequency direction finding) was a World War II radio direction-finding technology used primarily by the Allies to locate enemy submarines and ships by tracking their radio transmissions.
  • B. Hart
    Hart is a surname most famously associated with Moss Hart, the acclaimed American playwright and theater director known for works like "You Can't Take It with You" and "Once in a Lifetime."
  • C. Blatch
    Blatch is the surname of Nora Stanton Blatch, an early 20th-century American civil engineer, suffragist, and women's rights activist.
  • D. Huff Daland Dusters
    Huff Daland Dusters was an early 20th-century crop-dusting company that evolved into what is now known as Delta Air Lines.
  • E. Cuff It
    "Cuff It" is a disco- and funk-inspired R&B song by Beyoncé from her 2022 album "Renaissance," celebrated for its upbeat groove and feel-good party vibe.
  • 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: Huff
Triple: [Sam Huff, familyName, Huff]
Generated description
Huff is a surname most prominently associated with Sam Huff, a Hall of Fame American football linebacker who starred for the New York Giants and Washington in the NFL.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huff
Target entity description: Huff is a surname most prominently associated with Sam Huff, a Hall of Fame American football linebacker who starred for the New York Giants and Washington in the NFL.
  • A. Huff-Duff
    Huff-Duff (high-frequency direction finding) was a World War II radio direction-finding technology used primarily by the Allies to locate enemy submarines and ships by tracking their radio transmissions.
  • B. Hart
    Hart is a surname most famously associated with Moss Hart, the acclaimed American playwright and theater director known for works like "You Can't Take It with You" and "Once in a Lifetime."
  • C. Blatch
    Blatch is the surname of Nora Stanton Blatch, an early 20th-century American civil engineer, suffragist, and women's rights activist.
  • D. Huff Daland Dusters
    Huff Daland Dusters was an early 20th-century crop-dusting company that evolved into what is now known as Delta Air Lines.
  • E. Cuff It
    "Cuff It" is a disco- and funk-inspired R&B song by Beyoncé from her 2022 album "Renaissance," celebrated for its upbeat groove and feel-good party vibe.
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4991b296481908cf27e1d1ec67052 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e3f90058819081167bac387f8023 completed March 2, 2026, 1:12 a.m.
NEDg Description generation batch_69a4e497da648190b9e07fe94488be0d completed March 2, 2026, 1:15 a.m.
NED2 Entity disambiguation (via description) batch_69a4e525eb18819083018d392ba4b2fa completed March 2, 2026, 1:17 a.m.
Created at: March 1, 2026, 7:32 p.m.