Triple

T15063703
Position Surface form Disambiguated ID Type / Status
Subject The Ugly Truth E379700 entity
Predicate mainCharacter P1183 FINISHED
Object Abby Richter
Abby Richter is the romantically frustrated, control-obsessed morning show producer portrayed by Katherine Heigl in the 2009 romantic comedy film "The Ugly Truth."
E1135052 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: Abby Richter | Statement: [The Ugly Truth, mainCharacter, Abby Richter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abby Richter
Context triple: [The Ugly Truth, mainCharacter, Abby Richter]
  • A. Abby Brewster
    Abby Brewster is one of the eccentric, sweetly murderous elderly aunts in Joseph Kesselring’s dark comedy play "Arsenic and Old Lace."
  • B. Abby Anderson
    Abby Anderson is a central playable character in the video game The Last of Us Part II, known for her complex moral arc, physical strength, and pivotal role in the story’s themes of revenge and empathy.
  • C. Abby McGrew
    Abby McGrew is an American philanthropist best known as the wife of former NFL quarterback Eli Manning.
  • D. Abby Turner
    Abby Turner is a hard-working care worker and mother struggling with financial insecurity and family pressures in Ken Loach’s social-realist drama "Sorry We Missed You."
  • E. Abby Dalton
    Abby Dalton was an American actress best known for her roles in television series such as "Hennessy," "The Joey Bishop Show," and the primetime soap opera "Falcon Crest."
  • 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: Abby Richter
Triple: [The Ugly Truth, mainCharacter, Abby Richter]
Generated description
Abby Richter is the romantically frustrated, control-obsessed morning show producer portrayed by Katherine Heigl in the 2009 romantic comedy film "The Ugly Truth."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abby Richter
Target entity description: Abby Richter is the romantically frustrated, control-obsessed morning show producer portrayed by Katherine Heigl in the 2009 romantic comedy film "The Ugly Truth."
  • A. Abby Brewster
    Abby Brewster is one of the eccentric, sweetly murderous elderly aunts in Joseph Kesselring’s dark comedy play "Arsenic and Old Lace."
  • B. Abby Anderson
    Abby Anderson is a central playable character in the video game The Last of Us Part II, known for her complex moral arc, physical strength, and pivotal role in the story’s themes of revenge and empathy.
  • C. Abby McGrew
    Abby McGrew is an American philanthropist best known as the wife of former NFL quarterback Eli Manning.
  • D. Abby Turner
    Abby Turner is a hard-working care worker and mother struggling with financial insecurity and family pressures in Ken Loach’s social-realist drama "Sorry We Missed You."
  • E. Abby Dalton
    Abby Dalton was an American actress best known for her roles in television series such as "Hennessy," "The Joey Bishop Show," and the primetime soap opera "Falcon Crest."
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dedee803ac81908bb7d66e49c2eb72 completed April 15, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5c8b3ac8190b8fc921b6e6eeed5 completed May 9, 2026, 3:11 a.m.
NEDg Description generation batch_69fea74447d481908b290d6be0f0898e completed May 9, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fea81b77708190b0aafcb504dc72d1 completed May 9, 2026, 3:20 a.m.
Created at: April 10, 2026, 3:02 a.m.