Triple

T8950648
Position Surface form Disambiguated ID Type / Status
Subject Sam Mills E213336 entity
Predicate spouse P13 FINISHED
Object Melanie Mills
Melanie Mills is known as the spouse of former professional American football center Sam Mills.
 E768620 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: Melanie Mills | Statement: [Sam Mills, spouse, Melanie Mills]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Melanie Mills
Context triple: [Sam Mills, spouse, Melanie Mills]
  • A. Melanie C
    Melanie C is an English singer, songwriter, and former Spice Girls member best known as "Sporty Spice" and for her successful solo pop career.
  • B. Heather Morris
    Heather Morris is an American actress, dancer, and choreographer best known for playing Brittany S. Pierce on the television series "Glee."
  • C. Stephanie Mills
    Stephanie Mills is an American R&B and soul singer best known for her powerful vocals and hit songs like "Never Knew Love Like This Before."
  • D. Stephanie Mills
    Stephanie Mills is a fictional young girl who becomes the ward of Archie and Edith Bunker on the classic American sitcom "All in the Family."
  • E. Melanie
    Melanie is the given first name of British actress Thandiwe Newton, who was previously credited professionally as Thandie Newton.
  • 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: Melanie Mills
Triple: [Sam Mills, spouse, Melanie Mills]
Generated description
Melanie Mills is known as the spouse of former professional American football center Sam Mills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Melanie Mills
Target entity description: Melanie Mills is known as the spouse of former professional American football center Sam Mills.
  • A. Melanie C
    Melanie C is an English singer, songwriter, and former Spice Girls member best known as "Sporty Spice" and for her successful solo pop career.
  • B. Heather Morris
    Heather Morris is an American actress, dancer, and choreographer best known for playing Brittany S. Pierce on the television series "Glee."
  • C. Stephanie Mills
    Stephanie Mills is an American R&B and soul singer best known for her powerful vocals and hit songs like "Never Knew Love Like This Before."
  • D. Stephanie Mills
    Stephanie Mills is a fictional young girl who becomes the ward of Archie and Edith Bunker on the classic American sitcom "All in the Family."
  • E. Melanie
    Melanie is the given first name of British actress Thandiwe Newton, who was previously credited professionally as Thandie Newton.
  • 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_69ca839843408190a39069a029a89f15 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc670c7244819084978922a9835bc9 completed April 1, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc20a5ab481909e10f3abf679ec4c completed April 3, 2026, 1:35 p.m.
NEDg Description generation batch_69cfc2d295c48190952486e6f44cd74f completed April 3, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69cfc722921881908978147e4cc6875c completed April 3, 2026, 1:56 p.m.
Created at: March 30, 2026, 6:59 p.m.