Triple

T15745509
Position Surface form Disambiguated ID Type / Status
Subject The Pussycat Dolls E381712 entity
Predicate associatedAct P37 FINISHED
Object Ashley Roberts
Ashley Roberts is an American singer, dancer, and television personality best known as a member of the pop girl group The Pussycat Dolls.
E1197117 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: Ashley Roberts | Statement: [The Pussycat Dolls, associatedAct, Ashley Roberts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashley Roberts
Context triple: [The Pussycat Dolls, associatedAct, Ashley Roberts]
  • A. Ashley Walters
    Ashley Walters is a British actor and rapper, also known as Asher D, recognized for his roles in film and television including the drama series "Top Boy."
  • B. Ashley Brown
    Ashley Brown is a central playable character in the horror video game Until Dawn, known for her intelligence, cautious nature, and pivotal role in the group's survival decisions.
  • C. Ashley Saunders
    Ashley Saunders is a Bahamian artist, poet, and visionary builder best known for creating the eclectic, mosaic-covered Dolphin House Museum on Bimini.
  • D. Ashley Lawrence
    Ashley Lawrence is a Canadian professional soccer player known for her versatility as a fullback and midfielder and as a key member of the Canadian women's national team.
  • E. Ashley Smith
    Ashley Smith is known as the spouse of Ryan Smith, the American billionaire co-founder and CEO of Qualtrics.
  • 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: Ashley Roberts
Triple: [The Pussycat Dolls, associatedAct, Ashley Roberts]
Generated description
Ashley Roberts is an American singer, dancer, and television personality best known as a member of the pop girl group The Pussycat Dolls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashley Roberts
Target entity description: Ashley Roberts is an American singer, dancer, and television personality best known as a member of the pop girl group The Pussycat Dolls.
  • A. Ashley Walters
    Ashley Walters is a British actor and rapper, also known as Asher D, recognized for his roles in film and television including the drama series "Top Boy."
  • B. Ashley Brown
    Ashley Brown is a central playable character in the horror video game Until Dawn, known for her intelligence, cautious nature, and pivotal role in the group's survival decisions.
  • C. Ashley Saunders
    Ashley Saunders is a Bahamian artist, poet, and visionary builder best known for creating the eclectic, mosaic-covered Dolphin House Museum on Bimini.
  • D. Ashley Lawrence
    Ashley Lawrence is a Canadian professional soccer player known for her versatility as a fullback and midfielder and as a key member of the Canadian women's national team.
  • E. Ashley Smith
    Ashley Smith is known as the spouse of Ryan Smith, the American billionaire co-founder and CEO of Qualtrics.
  • 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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0502c0c3c8190b8e512df307039c1 completed April 16, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff79031f88190bf129582deeed3b9 completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff83b56288190a139f6fbf7b4d1b3 completed May 10, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69fff89eb66481909441b9bdfcada550 completed May 10, 2026, 3:16 a.m.
Created at: April 10, 2026, 4:46 a.m.