Triple

T23064476
Position Surface form Disambiguated ID Type / Status
Subject Maureen Freely E574994 entity
Predicate notableWork P4 FINISHED
Object What About Us?
"What About Us?" is a novel by Maureen Freely that explores family dynamics, identity, and political upheaval through a sharply observed, character-driven narrative.
 E1568607 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: What About Us? | Statement: [Maureen Freely, notableWork, What About Us?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What About Us?
Context triple: [Maureen Freely, notableWork, What About Us?]
  • A. What About Us?
    "What About Us?" is an R&B single by American singer Brandy, known for its edgy production and emotionally charged lyrics about relationship turmoil.
  • B. What About Us?
    "What About Us?" is a creative work by Nora Payne, likely a song or literary piece that showcases her artistic style and themes.
  • C. What About Us
    "What About Us" is a politically charged pop song by American singer Pink, known for its anthemic chorus and themes of social injustice and disillusionment.
  • D. What About Us
    "What About Us" is a rhythm and blues song by American vocal group The Coasters, known for its humorous storytelling and distinctive doo-wop style.
  • E. What About Us
    "What About Us" is a hip hop track by Bone Thugs-n-Harmony featured on their album *Thug World Order*.
  • 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: What About Us?
Triple: [Maureen Freely, notableWork, What About Us?]
Generated description
"What About Us?" is a novel by Maureen Freely that explores family dynamics, identity, and political upheaval through a sharply observed, character-driven narrative.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What About Us?
Target entity description: "What About Us?" is a novel by Maureen Freely that explores family dynamics, identity, and political upheaval through a sharply observed, character-driven narrative.
  • A. What About Us?
    "What About Us?" is an R&B single by American singer Brandy, known for its edgy production and emotionally charged lyrics about relationship turmoil.
  • B. What About Us?
    "What About Us?" is a creative work by Nora Payne, likely a song or literary piece that showcases her artistic style and themes.
  • C. What About Us
    "What About Us" is a politically charged pop song by American singer Pink, known for its anthemic chorus and themes of social injustice and disillusionment.
  • D. What About Us
    "What About Us" is a rhythm and blues song by American vocal group The Coasters, known for its humorous storytelling and distinctive doo-wop style.
  • E. What About Us
    "What About Us" is a hip hop track by Bone Thugs-n-Harmony featured on their album *Thug World Order*.
  • 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_69e245bd6e4c8190bb8942245b68cad5 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f189a2eb5c81908a90e22ff2a56430 completed April 29, 2026, 4:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c0aeae0d08190b2f75cd2b44a0403 completed May 19, 2026, 7:02 a.m.
NEDg Description generation batch_6a0c0c69b46481908026d0d065e3c926 completed May 19, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0c10498e2c8190ad4eb736a86e796e completed May 19, 2026, 7:24 a.m.
Created at: April 17, 2026, 3:55 p.m.