Triple

T17162431
Position Surface form Disambiguated ID Type / Status
Subject Ava Hamilton E416513 entity
Predicate spouse P13 FINISHED
Object Michael Hamilton
Michael Hamilton is an individual known primarily as the spouse of Ava Hamilton.
E1253543 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: Michael Hamilton | Statement: [Ava Hamilton, spouse, Michael Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Hamilton
Context triple: [Ava Hamilton, spouse, Michael Hamilton]
  • A. Michael Hamilton
    Michael Hamilton is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Hamilton.
  • B. Kenny Hamilton
    Kenny Hamilton is an American talent manager and bodyguard best known for working closely with pop star Justin Bieber and appearing in the concert film "Never Say Never."
  • C. Bruce Hamilton
    Bruce Hamilton is a relatively common personal name shared by multiple individuals across fields such as sports, politics, and academia, rather than a single widely recognized public figure.
  • D. Brandon Hammond
    Brandon Hammond is an American former child actor best known for his roles in 1990s films like "Space Jam," "Soul Food," and "Waiting to Exhale."
  • E. Jimi Jamison
    Jimi Jamison was an American rock singer best known as the lead vocalist for Survivor during their mid-1980s heyday, contributing to hits like "The Search Is Over" and "Burning Heart."
  • 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: Michael Hamilton
Triple: [Ava Hamilton, spouse, Michael Hamilton]
Generated description
Michael Hamilton is an individual known primarily as the spouse of Ava Hamilton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Hamilton
Target entity description: Michael Hamilton is an individual known primarily as the spouse of Ava Hamilton.
  • A. Michael Hamilton
    Michael Hamilton is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Hamilton.
  • B. Kenny Hamilton
    Kenny Hamilton is an American talent manager and bodyguard best known for working closely with pop star Justin Bieber and appearing in the concert film "Never Say Never."
  • C. Bruce Hamilton
    Bruce Hamilton is a relatively common personal name shared by multiple individuals across fields such as sports, politics, and academia, rather than a single widely recognized public figure.
  • D. Brandon Hammond
    Brandon Hammond is an American former child actor best known for his roles in 1990s films like "Space Jam," "Soul Food," and "Waiting to Exhale."
  • E. Jimi Jamison
    Jimi Jamison was an American rock singer best known as the lead vocalist for Survivor during their mid-1980s heyday, contributing to hits like "The Search Is Over" and "Burning Heart."
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f91316108190b0d856d6fa5cd509 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01483969a48190a90268c9560b8cd7 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a01495169d4819093962a3b4a97c47a completed May 11, 2026, 3:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0149be8b888190bab95b612aad590a completed May 11, 2026, 3:15 a.m.
Created at: April 10, 2026, 5:37 a.m.