Triple

T15197576
Position Surface form Disambiguated ID Type / Status
Subject Keely Smith E363176 entity
Predicate spouse P13 FINISHED
Object Bobby Milano
Bobby Milano was an American singer and nightclub performer associated with the mid-20th-century Las Vegas entertainment scene.
E1142851 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: Bobby Milano | Statement: [Keely Smith, spouse, Bobby Milano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bobby Milano
Context triple: [Keely Smith, spouse, Bobby Milano]
  • A. Bobby Baccalieri
    Bobby Baccalieri is a fictional mobster and loyal, soft-spoken capo in the DiMeo crime family on the television series "The Sopranos."
  • B. Bobby Murphy
    Bobby Murphy is an American billionaire entrepreneur and software engineer best known as the co-founder and chief technology officer of Snapchat’s parent company, Snap Inc.
  • C. Bobby Valentino
    Bobby Valentino is an American R&B singer and songwriter known for smooth, melodic vocals on early-2000s hits like "Slow Down" and numerous high-profile collaborations.
  • D. Bobby Valentino
    Bobby Valentino is a musician best known as a violinist and session player who has performed with various rock and punk acts, including The Jim Carroll Band.
  • E. Bobby Blake
    Bobby Blake is an alternate name for Robert Blake, an American actor best known for his roles in the TV series "Baretta" and the film "In Cold Blood."
  • 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: Bobby Milano
Triple: [Keely Smith, spouse, Bobby Milano]
Generated description
Bobby Milano was an American singer and nightclub performer associated with the mid-20th-century Las Vegas entertainment scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bobby Milano
Target entity description: Bobby Milano was an American singer and nightclub performer associated with the mid-20th-century Las Vegas entertainment scene.
  • A. Bobby Baccalieri
    Bobby Baccalieri is a fictional mobster and loyal, soft-spoken capo in the DiMeo crime family on the television series "The Sopranos."
  • B. Bobby Murphy
    Bobby Murphy is an American billionaire entrepreneur and software engineer best known as the co-founder and chief technology officer of Snapchat’s parent company, Snap Inc.
  • C. Bobby Valentino
    Bobby Valentino is a musician best known as a violinist and session player who has performed with various rock and punk acts, including The Jim Carroll Band.
  • D. Bobby Valentino
    Bobby Valentino is an American R&B singer and songwriter known for smooth, melodic vocals on early-2000s hits like "Slow Down" and numerous high-profile collaborations.
  • E. Bobby Blake
    Bobby Blake is an alternate name for Robert Blake, an American actor best known for his roles in the TV series "Baretta" and the film "In Cold Blood."
  • 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_69d85a0b78bc8190b6e5ad51a2c4cfc5 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0067fcc788190abdc083d4eadeb36 completed April 15, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fed3342624819087be35acadd88136 completed May 9, 2026, 6:24 a.m.
NEDg Description generation batch_69fed516a2008190bab6da27d28289e7 completed May 9, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69fed57659a081909ec777549deff505 completed May 9, 2026, 6:34 a.m.
Created at: April 10, 2026, 3:10 a.m.