Triple

T1480870
Position Surface form Disambiguated ID Type / Status
Subject Don McGahn E30951 entity
Predicate spouse P13 FINISHED
Object Shannon McGahn
Shannon McGahn is an American attorney and government affairs professional known for her senior roles in Republican politics and on Capitol Hill, including serving as the first female chief lobbyist for the National Association of Realtors.
 E217938 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: Shannon McGahn | Statement: [Don McGahn, spouse, Shannon McGahn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shannon McGahn
Context triple: [Don McGahn, spouse, Shannon McGahn]
  • A. Nicole Shanahan
    Nicole Shanahan is an American attorney, legal tech entrepreneur, and philanthropist known for founding the patent management company ClearAccessIP and for her high-profile marriage to Google co-founder Sergey Brin.
  • B. Megan Griffin
    Megan Griffin is a fictional teenage character from the animated television series "Family Guy," known as the often-mocked and socially awkward daughter of the Griffin family.
  • C. Brooke Lierman
    Brooke Lierman is an American politician and attorney who serves as Maryland’s statewide elected comptroller, overseeing the state’s fiscal operations and tax collection.
  • D. Erin McDermott
    Erin McDermott is a collegiate sports administrator best known as the athletic director at Harvard University.
  • E. Shannon Briggs
    Shannon Briggs is an American former professional boxer and two-time world heavyweight champion known for his powerful punching and outspoken personality.
  • 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: Shannon McGahn
Triple: [Don McGahn, spouse, Shannon McGahn]
Generated description
Shannon McGahn is an American attorney and government affairs professional known for her senior roles in Republican politics and on Capitol Hill, including serving as the first female chief lobbyist for the National Association of Realtors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shannon McGahn
Target entity description: Shannon McGahn is an American attorney and government affairs professional known for her senior roles in Republican politics and on Capitol Hill, including serving as the first female chief lobbyist for the National Association of Realtors.
  • A. Nicole Shanahan
    Nicole Shanahan is an American attorney, legal tech entrepreneur, and philanthropist known for founding the patent management company ClearAccessIP and for her high-profile marriage to Google co-founder Sergey Brin.
  • B. Megan Griffin
    Megan Griffin is a fictional teenage character from the animated television series "Family Guy," known as the often-mocked and socially awkward daughter of the Griffin family.
  • C. Brooke Lierman
    Brooke Lierman is an American politician and attorney who serves as Maryland’s statewide elected comptroller, overseeing the state’s fiscal operations and tax collection.
  • D. Erin McDermott
    Erin McDermott is a collegiate sports administrator best known as the athletic director at Harvard University.
  • E. Shannon Briggs
    Shannon Briggs is an American former professional boxer and two-time world heavyweight champion known for his powerful punching and outspoken personality.
  • 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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c67699848190852e376efe22737c completed March 1, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69adfb8d636c8190a8a9ca29d8a6fd82 completed March 8, 2026, 10:43 p.m.
NEDg Description generation batch_69adfc9a4060819085d69a8642e49673 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfd03414c8190b1fc2b5608563726 completed March 8, 2026, 10:49 p.m.
Created at: March 1, 2026, 8:11 p.m.