Triple

T6349603
Position Surface form Disambiguated ID Type / Status
Subject Megan Hilty E142834 entity
Predicate spouse P13 FINISHED
Object Brian Gallagher
Brian Gallagher is an American actor and musician best known as the husband of Broadway and television star Megan Hilty.
 E599215 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: Brian Gallagher | Statement: [Megan Hilty, spouse, Brian Gallagher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brian Gallagher
Context triple: [Megan Hilty, spouse, Brian Gallagher]
  • A. Carl Gallagher
    Carl Gallagher is a troublemaking yet surprisingly resourceful youngest son of the Gallagher family in the U.S. version of the dramedy series "Shameless."
  • B. Michael O’Rourke
    Michael O’Rourke is an Irish media entrepreneur best known as a co-founder of the international sports television network Setanta Sports.
  • C. Peter Gallagher
    Peter Gallagher is an American actor and singer known for his work in film, television, and theater, including prominent roles in "The O.C.," "Sex, Lies, and Videotape," and numerous Broadway productions.
  • D. John Gallagher Jr.
    John Gallagher Jr. is an American actor and musician best known for his work on stage in "Spring Awakening" and on television in series like "The Newsroom."
  • E. Kevin O'Connell
    Kevin O'Connell is an American football coach and former NFL quarterback who serves as the head coach of the Minnesota Vikings.
  • 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: Brian Gallagher
Triple: [Megan Hilty, spouse, Brian Gallagher]
Generated description
Brian Gallagher is an American actor and musician best known as the husband of Broadway and television star Megan Hilty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brian Gallagher
Target entity description: Brian Gallagher is an American actor and musician best known as the husband of Broadway and television star Megan Hilty.
  • A. Carl Gallagher
    Carl Gallagher is a troublemaking yet surprisingly resourceful youngest son of the Gallagher family in the U.S. version of the dramedy series "Shameless."
  • B. Michael O’Rourke
    Michael O’Rourke is an Irish media entrepreneur best known as a co-founder of the international sports television network Setanta Sports.
  • C. Peter Gallagher
    Peter Gallagher is an American actor and singer known for his work in film, television, and theater, including prominent roles in "The O.C.," "Sex, Lies, and Videotape," and numerous Broadway productions.
  • D. John Gallagher Jr.
    John Gallagher Jr. is an American actor and musician best known for his work on stage in "Spring Awakening" and on television in series like "The Newsroom."
  • E. Kevin O'Connell
    Kevin O'Connell is an American football coach and former NFL quarterback who serves as the head coach of the Minnesota Vikings.
  • 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_69c008d6dcbc8190aa1c2f1fd8916b42 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067bcec2c8190bb383605847b0f0b completed March 22, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cafb3d4c8190a00e66839c3eaf01 completed March 27, 2026, 6:22 p.m.
NEDg Description generation batch_69c6cc960e088190bd9643aa1c46128d completed March 27, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69c6cd4d50948190ac60ec518f00e5d8 completed March 27, 2026, 6:32 p.m.
Created at: March 22, 2026, 4:31 p.m.