Triple

T3462407
Position Surface form Disambiguated ID Type / Status
Subject Stilicho E73055 entity
Predicate spouse P13 FINISHED
Object Serena
Serena was a prominent noblewoman of the late Western Roman Empire, known as the influential wife of the powerful general Stilicho and a member of the imperial Theodosian dynasty.
E358633 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: Serena | Statement: [Stilicho, spouse, Serena]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serena
Context triple: [Stilicho, spouse, Serena]
  • A. Serena
    Serena is a central character in George Gershwin's opera "Porgy and Bess," known as a strong, devout woman who provides emotional and moral support within the Catfish Row community.
  • B. Serena Ryder
    Serena Ryder is a Canadian singer-songwriter known for her soulful vocals and genre-blending folk, rock, and pop music.
  • C. Serena Williams
    Serena Williams is an American tennis legend widely regarded as one of the greatest athletes of all time, known for her record-breaking Grand Slam titles and transformative impact on the sport.
  • D. Madison Davenport
    Madison Davenport is an American actress and singer known for her roles in film and television, including prominent performances in horror and drama series.
  • E. Vanessa Nadal
    Vanessa Nadal is a chemical engineer and lawyer who works in intellectual property law and is married to composer and playwright Lin-Manuel Miranda.
  • 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: Serena
Triple: [Stilicho, spouse, Serena]
Generated description
Serena was a prominent noblewoman of the late Western Roman Empire, known as the influential wife of the powerful general Stilicho and a member of the imperial Theodosian dynasty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serena
Target entity description: Serena was a prominent noblewoman of the late Western Roman Empire, known as the influential wife of the powerful general Stilicho and a member of the imperial Theodosian dynasty.
  • A. Serena
    Serena is a central character in George Gershwin's opera "Porgy and Bess," known as a strong, devout woman who provides emotional and moral support within the Catfish Row community.
  • B. Serena Ryder
    Serena Ryder is a Canadian singer-songwriter known for her soulful vocals and genre-blending folk, rock, and pop music.
  • C. Serena Williams
    Serena Williams is an American tennis legend widely regarded as one of the greatest athletes of all time, known for her record-breaking Grand Slam titles and transformative impact on the sport.
  • D. Madison Davenport
    Madison Davenport is an American actress and singer known for her roles in film and television, including prominent performances in horror and drama series.
  • E. Vanessa Nadal
    Vanessa Nadal is a chemical engineer and lawyer who works in intellectual property law and is married to composer and playwright Lin-Manuel Miranda.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbae867c4819091c76e63e44290b4 completed March 8, 2026, 6:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3612392308190b73dc2c757d02742 completed March 13, 2026, 12:58 a.m.
NEDg Description generation batch_69b362247e008190b0f708056b353f7b completed March 13, 2026, 1:02 a.m.
NED2 Entity disambiguation (via description) batch_69b362861bb48190a604de7bfdd6296d completed March 13, 2026, 1:04 a.m.
Created at: March 8, 2026, 3:17 p.m.