Triple

T12685637

Position	Surface form	Disambiguated ID	Type / Status
Subject	Warm Bodies	`E303058`	entity
Predicate	characterPortrayed	`P1507`	FINISHED
Object	Teresa Palmer as Julie Grigio Teresa Palmer as Julie Grigio is the brave, compassionate human protagonist of the romantic zombie film "Warm Bodies," whose relationship with a zombie sparks a transformative change in their post-apocalyptic world.	`E998908`	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: Teresa Palmer as Julie Grigio | Statement: [Warm Bodies, characterPortrayed, Teresa Palmer as Julie Grigio]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Teresa Palmer as Julie Grigio
Context triple: [Warm Bodies, characterPortrayed, Teresa Palmer as Julie Grigio]

A. Julia Roberts as Julianne Potter
Julia Roberts as Julianne Potter is the charming yet conflicted lead character in the romantic comedy "My Best Friend's Wedding," known for scheming to win back her longtime friend before his wedding.
B. Rose Byrne as Ellen Parsons
Rose Byrne as Ellen Parsons is the ambitious, morally conflicted young attorney at the center of the legal thriller series "Damages," whose evolving relationship with mentor Patty Hewes drives much of the show's tension and drama.
C. Nicole Kidman as Patti Lomax
Nicole Kidman as Patti Lomax is the compassionate and resilient wife of Eric Lomax in the film "The Railway Man," supporting him as he confronts the trauma of his World War II experiences.
D. Holly Hunter as Ada McGrath
Holly Hunter as Ada McGrath is the mute, emotionally intense Scottish pianist at the heart of the 1993 film "The Piano," whose powerful performance earned Hunter an Academy Award for Best Actress.
E. Rene Russo as Kate Mullen
Rene Russo as Kate Mullen is the character portrayed by Rene Russo in the 1996 thriller film "Ransom," where she plays the strong-willed wife of a wealthy airline owner whose son is kidnapped.
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: Teresa Palmer as Julie Grigio
Triple: [Warm Bodies, characterPortrayed, Teresa Palmer as Julie Grigio]

Generated description

Teresa Palmer as Julie Grigio is the brave, compassionate human protagonist of the romantic zombie film "Warm Bodies," whose relationship with a zombie sparks a transformative change in their post-apocalyptic world.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Teresa Palmer as Julie Grigio
Target entity description: Teresa Palmer as Julie Grigio is the brave, compassionate human protagonist of the romantic zombie film "Warm Bodies," whose relationship with a zombie sparks a transformative change in their post-apocalyptic world.

A. Julia Roberts as Julianne Potter
Julia Roberts as Julianne Potter is the charming yet conflicted lead character in the romantic comedy "My Best Friend's Wedding," known for scheming to win back her longtime friend before his wedding.
B. Rose Byrne as Ellen Parsons
Rose Byrne as Ellen Parsons is the ambitious, morally conflicted young attorney at the center of the legal thriller series "Damages," whose evolving relationship with mentor Patty Hewes drives much of the show's tension and drama.
C. Nicole Kidman as Patti Lomax
Nicole Kidman as Patti Lomax is the compassionate and resilient wife of Eric Lomax in the film "The Railway Man," supporting him as he confronts the trauma of his World War II experiences.
D. Holly Hunter as Ada McGrath
Holly Hunter as Ada McGrath is the mute, emotionally intense Scottish pianist at the heart of the 1993 film "The Piano," whose powerful performance earned Hunter an Academy Award for Best Actress.
E. Rene Russo as Kate Mullen
Rene Russo as Kate Mullen is the character portrayed by Rene Russo in the 1996 thriller film "Ransom," where she plays the strong-willed wife of a wealthy airline owner whose son is kidnapped.
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_69d7bdee64a08190801c6d470aefd723`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d961d7cd4c81909521839ef5859799`	completed	April 10, 2026, 8:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f671a8f068819086e2191439607f76`	completed	May 2, 2026, 9:50 p.m.
NEDg	Description generation	`batch_69f6749c2ddc8190945270e6e5b210dd`	completed	May 2, 2026, 10:03 p.m.
NED2	Entity disambiguation (via description)	`batch_69f675c42fec8190b60751c0db88f3b6`	completed	May 2, 2026, 10:08 p.m.

Created at: April 9, 2026, 5:21 p.m.