Triple

T14766306
Position Surface form Disambiguated ID Type / Status
Subject Ghost Whisperer E347003 entity
Predicate mainCharacter P1183 FINISHED
Object Andrea Marino
Andrea Marino is a key supporting character in the supernatural drama series "Ghost Whisperer," serving as Melinda Gordon’s close friend and confidante in the early seasons.
E1135522 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: Andrea Marino | Statement: [Ghost Whisperer, mainCharacter, Andrea Marino]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrea Marino
Context triple: [Ghost Whisperer, mainCharacter, Andrea Marino]
  • A. Andrea Trimarchi
    Andrea Trimarchi is an Italian designer best known as one half of the design duo behind the research-driven studio Formafantasma, recognized for its conceptual and material-focused approach to contemporary design.
  • B. Andrea Massi
    Andrea Massi is a Slovenian former alpine skier and coach best known for coaching and partnering with champion skier Tina Maze.
  • C. Andrea Giambruno
    Andrea Giambruno is an Italian television journalist and presenter known publicly for his former relationship with Italian Prime Minister Giorgia Meloni.
  • D. Andrea Vaccaro
    Andrea Vaccaro was a 17th-century Italian Baroque painter from Naples, known for his religious works that reflected the dramatic lighting and realism of Caravaggio’s style.
  • E. Andrea Villani
    Andrea Villani is an individual notable enough to be recognized as a bearer of the surname Villani, though specific widely known biographical details are not clearly established.
  • 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: Andrea Marino
Triple: [Ghost Whisperer, mainCharacter, Andrea Marino]
Generated description
Andrea Marino is a key supporting character in the supernatural drama series "Ghost Whisperer," serving as Melinda Gordon’s close friend and confidante in the early seasons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrea Marino
Target entity description: Andrea Marino is a key supporting character in the supernatural drama series "Ghost Whisperer," serving as Melinda Gordon’s close friend and confidante in the early seasons.
  • A. Andrea Trimarchi
    Andrea Trimarchi is an Italian designer best known as one half of the design duo behind the research-driven studio Formafantasma, recognized for its conceptual and material-focused approach to contemporary design.
  • B. Andrea Massi
    Andrea Massi is a Slovenian former alpine skier and coach best known for coaching and partnering with champion skier Tina Maze.
  • C. Andrea Giambruno
    Andrea Giambruno is an Italian television journalist and presenter known publicly for his former relationship with Italian Prime Minister Giorgia Meloni.
  • D. Andrea Vaccaro
    Andrea Vaccaro was a 17th-century Italian Baroque painter from Naples, known for his religious works that reflected the dramatic lighting and realism of Caravaggio’s style.
  • E. Andrea Villani
    Andrea Villani is an individual notable enough to be recognized as a bearer of the surname Villani, though specific widely known biographical details are not clearly established.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7f576c881909da70627f5897c94 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fea5a2413c8190858e84cbc87b816d completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea733cd2c81909b56f6cf871e018e completed May 9, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fea97741dc8190b56facdbff937c78 completed May 9, 2026, 3:26 a.m.
Created at: April 10, 2026, 1:30 a.m.