Triple

T16781151
Position Surface form Disambiguated ID Type / Status
Subject Root E407859 entity
Predicate fullName P16 FINISHED
Object Samantha Groves
Samantha Groves is the real name of Root, a brilliant and morally ambiguous hacker and assassin from the television series "Person of Interest."
E1234114 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: Samantha Groves | Statement: [Root, fullName, Samantha Groves]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samantha Groves
Context triple: [Root, fullName, Samantha Groves]
  • A. Amanda Freitag
    Amanda Freitag is an American celebrity chef and television personality best known for her frequent judging appearances on Food Network cooking competition shows.
  • B. Samantha Bryant
    Samantha Bryant is an American publicist and former production assistant best known as the wife of actor Colin Hanks.
  • C. Kelly Groves
    Kelly Groves is known as a sibling of the late American singer-songwriter Cady Groves.
  • D. Shannon Mullins
    Shannon Mullins is a tough, foul-mouthed Boston detective portrayed by Melissa McCarthy in the buddy cop comedy film "The Heat."
  • E. Sarah Reeves Merrin
    Sarah Reeves Merrin is the central protagonist of the teen drama series "Time of Your Life," following her move to New York City to start an independent life away from her family.
  • 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: Samantha Groves
Triple: [Root, fullName, Samantha Groves]
Generated description
Samantha Groves is the real name of Root, a brilliant and morally ambiguous hacker and assassin from the television series "Person of Interest."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samantha Groves
Target entity description: Samantha Groves is the real name of Root, a brilliant and morally ambiguous hacker and assassin from the television series "Person of Interest."
  • A. Amanda Freitag
    Amanda Freitag is an American celebrity chef and television personality best known for her frequent judging appearances on Food Network cooking competition shows.
  • B. Samantha Bryant
    Samantha Bryant is an American publicist and former production assistant best known as the wife of actor Colin Hanks.
  • C. Kelly Groves
    Kelly Groves is known as a sibling of the late American singer-songwriter Cady Groves.
  • D. Shannon Mullins
    Shannon Mullins is a tough, foul-mouthed Boston detective portrayed by Melissa McCarthy in the buddy cop comedy film "The Heat."
  • E. Sarah Reeves Merrin
    Sarah Reeves Merrin is the central protagonist of the teen drama series "Time of Your Life," following her move to New York City to start an independent life away from her family.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b216726881908ddc9cdc772cd5e4 completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab0300e48190ad088cd11098ca34 completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00aba5fb388190ab98a0c8ee50340b completed May 10, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac54a11c81909afe9244e9fe0656 completed May 10, 2026, 4:03 p.m.
Created at: April 10, 2026, 5:22 a.m.