Triple

T21553762
Position Surface form Disambiguated ID Type / Status
Subject Gil Santos E531831 entity
Predicate spouse P13 FINISHED
Object Roberta Santos
Roberta Santos is known as the wife of Gil Santos, a prominent sports broadcaster.
 E1490426 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: Roberta Santos | Statement: [Gil Santos, spouse, Roberta Santos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Roberta Santos
Context triple: [Gil Santos, spouse, Roberta Santos]
  • A. Raquel Dion Santos
    Raquel Dion Santos is a character in the TV series "Modern Family," known primarily as one of Hayley Dunphy's close friends.
  • B. Cecilia Souza
    Cecilia Souza is known as the spouse of American character actor Kurtwood Smith, recognized for his roles in film and television such as "That '70s Show."
  • C. Laura Lopes
    Laura Lopes is a British art curator and gallery co-founder, best known as the daughter of Queen Camilla and her first husband, Andrew Parker Bowles.
  • D. Sara Sampaio
    Sara Sampaio is a Portuguese fashion model best known for her work with Victoria’s Secret and appearances in major international fashion magazines and campaigns.
  • E. Cristina Santos
    Cristina Santos is a fictional character from the American crime drama television series "Shades of Blue."
  • 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: Roberta Santos
Triple: [Gil Santos, spouse, Roberta Santos]
Generated description
Roberta Santos is known as the wife of Gil Santos, a prominent sports broadcaster.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Roberta Santos
Target entity description: Roberta Santos is known as the wife of Gil Santos, a prominent sports broadcaster.
  • A. Raquel Dion Santos
    Raquel Dion Santos is a character in the TV series "Modern Family," known primarily as one of Hayley Dunphy's close friends.
  • B. Cecilia Souza
    Cecilia Souza is known as the spouse of American character actor Kurtwood Smith, recognized for his roles in film and television such as "That '70s Show."
  • C. Laura Lopes
    Laura Lopes is a British art curator and gallery co-founder, best known as the daughter of Queen Camilla and her first husband, Andrew Parker Bowles.
  • D. Sara Sampaio
    Sara Sampaio is a Portuguese fashion model best known for her work with Victoria’s Secret and appearances in major international fashion magazines and campaigns.
  • E. Cristina Santos
    Cristina Santos is a fictional character from the American crime drama television series "Shades of Blue."
  • 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_69e0c460232c81908de2c3819d17c00e completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eeb594956c8190a5b4d81911e3927d completed April 27, 2026, 1:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09eee58b088190a5cfcbbe7b095bc6 completed May 17, 2026, 4:37 p.m.
NEDg Description generation batch_6a09f033a55c81908d221e4b5c9c1b95 completed May 17, 2026, 4:43 p.m.
NED2 Entity disambiguation (via description) batch_6a09f0cb21a081908afa371741754eaa completed May 17, 2026, 4:46 p.m.
Created at: April 16, 2026, 6:29 p.m.