Triple

T3112275
Position Surface form Disambiguated ID Type / Status
Subject Ant-Man and the Wasp E64977 entity
Predicate screenwriter P2831 FINISHED
Object Gabriel Ferrari
Gabriel Ferrari is a screenwriter best known for co-writing the Marvel superhero film "Ant-Man and the Wasp."
E327542 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: Gabriel Ferrari | Statement: [Ant-Man and the Wasp, screenwriter, Gabriel Ferrari]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gabriel Ferrari
Context triple: [Ant-Man and the Wasp, screenwriter, Gabriel Ferrari]
  • A. Stefano Martini
    Stefano Martini is an individual notable enough to be recognized as a significant bearer of the Martini surname.
  • B. Alessandro Martini
    Alessandro Martini was a 19th-century Italian entrepreneur best known as a co-founder of the Martini & Rossi vermouth and sparkling wine brand.
  • C. Loris Martini
    Loris Martini is an individual notable enough to be recognized as a bearer of the Martini surname.
  • D. Bellanfanti
    Bellanfanti is the original family surname of the renowned American singer, actor, and civil rights activist Harry Belafonte.
  • E. Carlo Abarth
    Carlo Abarth was an Austrian-Italian engineer and entrepreneur best known for founding the Abarth racing and performance car brand.
  • 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: Gabriel Ferrari
Triple: [Ant-Man and the Wasp, screenwriter, Gabriel Ferrari]
Generated description
Gabriel Ferrari is a screenwriter best known for co-writing the Marvel superhero film "Ant-Man and the Wasp."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gabriel Ferrari
Target entity description: Gabriel Ferrari is a screenwriter best known for co-writing the Marvel superhero film "Ant-Man and the Wasp."
  • A. Stefano Martini
    Stefano Martini is an individual notable enough to be recognized as a significant bearer of the Martini surname.
  • B. Alessandro Martini
    Alessandro Martini was a 19th-century Italian entrepreneur best known as a co-founder of the Martini & Rossi vermouth and sparkling wine brand.
  • C. Loris Martini
    Loris Martini is an individual notable enough to be recognized as a bearer of the Martini surname.
  • D. Bellanfanti
    Bellanfanti is the original family surname of the renowned American singer, actor, and civil rights activist Harry Belafonte.
  • E. Carlo Abarth
    Carlo Abarth was an Austrian-Italian engineer and entrepreneur best known for founding the Abarth racing and performance car brand.
  • 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_69ad857eeaf48190b34ebfdaa7a264cf completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada43b0b3c8190a828c9cfcf730ed9 completed March 8, 2026, 4:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20397cbdc8190abdd93b502f9577f completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b204a8c5348190a2cb102b08fd6fa5 completed March 12, 2026, 12:11 a.m.
NED2 Entity disambiguation (via description) batch_69b205bdf5c881908bc6ef7c3c30df65 completed March 12, 2026, 12:15 a.m.
Created at: March 8, 2026, 3:04 p.m.