Triple

T12531493
Position Surface form Disambiguated ID Type / Status
Subject Fiona Gallagher E299574 entity
Predicate givenName P17 FINISHED
Object Fiona
Fiona is a central character from the television series "Shameless," known for acting as the responsible, resilient matriarch of the Gallagher family.
 E988423 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: Fiona | Statement: [Fiona Gallagher, givenName, Fiona]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fiona
Context triple: [Fiona Gallagher, givenName, Fiona]
  • A. Fiona
    Fiona is a central character in the Shrek film series, an ogre princess known for her bravery, independence, and unconventional fairy-tale romance with Shrek.
  • B. Fiona
    Fiona is a central character in the dark comedy film "The Voices," serving as one of the protagonist’s love interests and a key figure in the story’s blend of romance and psychological horror.
  • C. Fiona
    Fiona is the manipulative and image-obsessed villain and music executive in the film "Josie and the Pussycats."
  • D. Fiona
    Fiona is an American singer-songwriter and pianist known for her emotionally intense, critically acclaimed alternative music.
  • E. Fiona
    Fiona is the daughter of Simon "Sick Boy" Williamson, a central character from Irvine Welsh's Trainspotting universe.
  • 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: Fiona
Triple: [Fiona Gallagher, givenName, Fiona]
Generated description
Fiona is a central character from the television series "Shameless," known for acting as the responsible, resilient matriarch of the Gallagher family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fiona
Target entity description: Fiona is a central character from the television series "Shameless," known for acting as the responsible, resilient matriarch of the Gallagher family.
  • A. Fiona
    Fiona is a central character in the Shrek film series, an ogre princess known for her bravery, independence, and unconventional fairy-tale romance with Shrek.
  • B. Fiona
    Fiona is the daughter of Simon "Sick Boy" Williamson, a central character from Irvine Welsh's Trainspotting universe.
  • C. Fiona
    Fiona is a central character in the dark comedy film "The Voices," serving as one of the protagonist’s love interests and a key figure in the story’s blend of romance and psychological horror.
  • D. Fiona
    Fiona is a witty, street-smart con artist from the Borderlands universe who serves as one of the two playable protagonists in the episodic game Tales from the Borderlands.
  • E. Fiona
    Fiona is the manipulative and image-obsessed villain and music executive in the film "Josie and the Pussycats."
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95469d100819087c83bc55e3ec9ce completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc8866c81908821525b595715e2 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64da25bf88190889273bf41e2f154 completed May 2, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69f65213ed84819086fda178aaf9e774 completed May 2, 2026, 7:35 p.m.
Created at: April 8, 2026, 9:57 p.m.