Triple

T3131210
Position Surface form Disambiguated ID Type / Status
Subject Stellan Skarsgård E65416 entity
Predicate characterPortrayed P1507 FINISHED
Object Professor Gerald Lambeau
Professor Gerald Lambeau is a brilliant but arrogant MIT mathematics professor who mentors and clashes with the gifted protagonist in the film "Good Will Hunting."
E329727 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: Professor Gerald Lambeau | Statement: [Stellan Skarsgård, characterPortrayed, Professor Gerald Lambeau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Professor Gerald Lambeau
Context triple: [Stellan Skarsgård, characterPortrayed, Professor Gerald Lambeau]
  • A. Anderson Hunt
    Anderson Hunt is a former American college basketball guard best known for starring on UNLV’s early-1990s powerhouse teams, including the 1990 NCAA championship squad where he was named Final Four Most Outstanding Player.
  • B. Curly Lambeau
    Curly Lambeau was an American football player and coach best known as the longtime head coach and co-founder of the Green Bay Packers, whom he led to multiple NFL championships.
  • C. Matt Eberflus
    Matt Eberflus is an American football coach and former NFL defensive coordinator who serves as the head coach of the Chicago Bears.
  • D. Jack Buchanan
    Jack Buchanan was a Scottish-born actor, singer, and dancer best known for his suave, debonair performances in West End and Hollywood musicals of the early 20th century.
  • E. Vince Lombardi
    Vince Lombardi was a legendary NFL head coach best known for leading the Green Bay Packers to multiple championships in the 1960s and becoming an enduring symbol of discipline, leadership, and winning.
  • 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: Professor Gerald Lambeau
Triple: [Stellan Skarsgård, characterPortrayed, Professor Gerald Lambeau]
Generated description
Professor Gerald Lambeau is a brilliant but arrogant MIT mathematics professor who mentors and clashes with the gifted protagonist in the film "Good Will Hunting."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Professor Gerald Lambeau
Target entity description: Professor Gerald Lambeau is a brilliant but arrogant MIT mathematics professor who mentors and clashes with the gifted protagonist in the film "Good Will Hunting."
  • A. Anderson Hunt
    Anderson Hunt is a former American college basketball guard best known for starring on UNLV’s early-1990s powerhouse teams, including the 1990 NCAA championship squad where he was named Final Four Most Outstanding Player.
  • B. Curly Lambeau
    Curly Lambeau was an American football player and coach best known as the longtime head coach and co-founder of the Green Bay Packers, whom he led to multiple NFL championships.
  • C. Matt Eberflus
    Matt Eberflus is an American football coach and former NFL defensive coordinator who serves as the head coach of the Chicago Bears.
  • D. Jack Buchanan
    Jack Buchanan was a Scottish-born actor, singer, and dancer best known for his suave, debonair performances in West End and Hollywood musicals of the early 20th century.
  • E. Vince Lombardi
    Vince Lombardi was a legendary NFL head coach best known for leading the Green Bay Packers to multiple championships in the 1960s and becoming an enduring symbol of discipline, leadership, and winning.
  • 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_69ad8581c25c8190b0d85ba9b9baa531 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada54b0e688190b691771f17f4c721 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f7f9e288190af5f2b2aa6ff63b3 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2135fced48190ab6010e46a1343fd completed March 12, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69b213badfec8190a31dab2b57eb0d7f completed March 12, 2026, 1:15 a.m.
Created at: March 8, 2026, 3:04 p.m.