Triple

T9952812
Position Surface form Disambiguated ID Type / Status
Subject NCIS: New Orleans E195369 entity
Predicate character P662 FINISHED
Object Tammy Gregorio
Tammy Gregorio is a fictional FBI agent-turned-NCIS investigator and main character on the television series "NCIS: New Orleans," known for her tough, no-nonsense demeanor and complex personal backstory.
 E830233 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: Tammy Gregorio | Statement: [NCIS: New Orleans, character, Tammy Gregorio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tammy Gregorio
Context triple: [NCIS: New Orleans, character, Tammy Gregorio]
  • A. Kathleen Blanco
    Kathleen Blanco was an American Democratic politician who served as the first female governor of Louisiana, leading the state during the devastation of Hurricane Katrina.
  • B. Lorena Layson
    Lorena Layson was the first wife of influential Hollywood studio mogul Louis B. Mayer, associated with his early life before his rise at MGM.
  • C. Nancy Parras
    Nancy Parras is a central character in the television drama series "The District," portrayed as a dedicated and resourceful member of the Washington, D.C. police force.
  • D. Lisa Benavides
    Lisa Benavides is an American actress known for her work in independent films and as the wife of actor-director Tim Blake Nelson.
  • E. Yolanda Pulecio
    Yolanda Pulecio is a Colombian politician and former beauty queen best known as the mother of ex-presidential candidate and long-time FARC hostage Ingrid Betancourt.
  • 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: Tammy Gregorio
Triple: [NCIS: New Orleans, character, Tammy Gregorio]
Generated description
Tammy Gregorio is a fictional FBI agent-turned-NCIS investigator and main character on the television series "NCIS: New Orleans," known for her tough, no-nonsense demeanor and complex personal backstory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tammy Gregorio
Target entity description: Tammy Gregorio is a fictional FBI agent-turned-NCIS investigator and main character on the television series "NCIS: New Orleans," known for her tough, no-nonsense demeanor and complex personal backstory.
  • A. Kathleen Blanco
    Kathleen Blanco was an American Democratic politician who served as the first female governor of Louisiana, leading the state during the devastation of Hurricane Katrina.
  • B. Lorena Layson
    Lorena Layson was the first wife of influential Hollywood studio mogul Louis B. Mayer, associated with his early life before his rise at MGM.
  • C. Nancy Parras
    Nancy Parras is a central character in the television drama series "The District," portrayed as a dedicated and resourceful member of the Washington, D.C. police force.
  • D. Lisa Benavides
    Lisa Benavides is an American actress known for her work in independent films and as the wife of actor-director Tim Blake Nelson.
  • E. Yolanda Pulecio
    Yolanda Pulecio is a Colombian politician and former beauty queen best known as the mother of ex-presidential candidate and long-time FARC hostage Ingrid Betancourt.
  • 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_69ca82e96a108190932bd1fc4acd73a0 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb693918081908e9f96ef302235ad completed April 2, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2293dc93881908aff4cb3640c0edf completed April 5, 2026, 9:19 a.m.
NEDg Description generation batch_69d229b3b200819083aa90f64eaec9e8 completed April 5, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_69d22a2d14fc8190b2493ce571811d43 completed April 5, 2026, 9:23 a.m.
Created at: March 30, 2026, 8:46 p.m.