Triple

T16675245
Position Surface form Disambiguated ID Type / Status
Subject Join Hands E405200 entity
Predicate producer P490 FINISHED
Object Mike Stavrou
Mike Stavrou is a record producer and engineer known for his work with prominent rock and pop artists, including his production on the album "Join Hands."
 E1228608 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: Mike Stavrou | Statement: [Join Hands, producer, Mike Stavrou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mike Stavrou
Context triple: [Join Hands, producer, Mike Stavrou]
  • A. Mike Gioulakis
    Mike Gioulakis is an American cinematographer known for his visually striking work on films such as "It Follows," "Split," and "Glass."
  • B. Jimmy Giannos
    Jimmy Giannos is an author best known for writing the work titled "Intentions."
  • C. Nick Patsaouras
    Nick Patsaouras is a Greek-American engineer and public transportation advocate known for his influential role in shaping transit policy and infrastructure in Los Angeles.
  • D. Jason Mantzoukas
    Jason Mantzoukas is an American actor, comedian, and podcaster known for his energetic, offbeat roles in film and television, including standout performances in projects like "The League," "Brooklyn Nine-Nine," and various comedy podcasts.
  • E. Andrew Vassiliadis
    Andrew Vassiliadis is an American businessman and sports executive best known for owning and leading the USL Championship soccer club San Diego Loyal SC.
  • 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: Mike Stavrou
Triple: [Join Hands, producer, Mike Stavrou]
Generated description
Mike Stavrou is a record producer and engineer known for his work with prominent rock and pop artists, including his production on the album "Join Hands."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mike Stavrou
Target entity description: Mike Stavrou is a record producer and engineer known for his work with prominent rock and pop artists, including his production on the album "Join Hands."
  • A. Mike Gioulakis
    Mike Gioulakis is an American cinematographer known for his visually striking work on films such as "It Follows," "Split," and "Glass."
  • B. Jimmy Giannos
    Jimmy Giannos is an author best known for writing the work titled "Intentions."
  • C. Nick Patsaouras
    Nick Patsaouras is a Greek-American engineer and public transportation advocate known for his influential role in shaping transit policy and infrastructure in Los Angeles.
  • D. Jason Mantzoukas
    Jason Mantzoukas is an American actor, comedian, and podcaster known for his energetic, offbeat roles in film and television, including standout performances in projects like "The League," "Brooklyn Nine-Nine," and various comedy podcasts.
  • E. Andrew Vassiliadis
    Andrew Vassiliadis is an American businessman and sports executive best known for owning and leading the USL Championship soccer club San Diego Loyal SC.
  • 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_69d8838c28748190b3f5967c743940ab completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37d6a1960819098c5e3385693a87a completed April 18, 2026, 12:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0091927a408190a612a9ae2fd30d0a completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a00927ed0fc8190b6f06829c7dd0437 completed May 10, 2026, 2:13 p.m.
NED2 Entity disambiguation (via description) batch_6a0092e322d08190862ae42a28c9e5cf completed May 10, 2026, 2:14 p.m.
Created at: April 10, 2026, 5:19 a.m.