Triple

T13069356
Position Surface form Disambiguated ID Type / Status
Subject The No. 1 Ladies' Detective Agency E329412 entity
Predicate mainCharacter P1183 FINISHED
Object Mma Precious Ramotswe
Mma Precious Ramotswe is a compassionate and intuitive Botswanan private detective known for her wisdom, moral integrity, and gentle approach to solving everyday mysteries.
E1020384 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: Mma Precious Ramotswe | Statement: [The No. 1 Ladies' Detective Agency, mainCharacter, Mma Precious Ramotswe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mma Precious Ramotswe
Context triple: [The No. 1 Ladies' Detective Agency, mainCharacter, Mma Precious Ramotswe]
  • A. Mrs. Price
    Mrs. Price is the mother of Elijah Price, the comic-obsessed antagonist known as "Mr. Glass" in M. Night Shyamalan's film *Unbreakable*.
  • B. Stella Kipps
    Stella Kipps is a fictional character known as a close family member of Arthur Kipps in Susan Hill’s ghost story "The Woman in Black."
  • C. Mrs. Prest
    Mrs. Prest is a resourceful and inquisitive Englishwoman in Henry James’s novella "The Aspern Papers," who helps the narrator gain access to the reclusive Juliana Bordereau in Venice.
  • D. Mrs. Paroo
    Mrs. Paroo is the warm, Irish-born mother of Marian the librarian in Meredith Willson’s musical "The Music Man."
  • E. Mrs. Marlow
    Mrs. Marlow is a character in the British television serial "The Singing Detective," known as the troubled and complex mother of the protagonist, Philip Marlow.
  • 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: Mma Precious Ramotswe
Triple: [The No. 1 Ladies' Detective Agency, mainCharacter, Mma Precious Ramotswe]
Generated description
Mma Precious Ramotswe is a compassionate and intuitive Botswanan private detective known for her wisdom, moral integrity, and gentle approach to solving everyday mysteries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mma Precious Ramotswe
Target entity description: Mma Precious Ramotswe is a compassionate and intuitive Botswanan private detective known for her wisdom, moral integrity, and gentle approach to solving everyday mysteries.
  • A. Mrs. Price
    Mrs. Price is the mother of Elijah Price, the comic-obsessed antagonist known as "Mr. Glass" in M. Night Shyamalan's film *Unbreakable*.
  • B. Stella Kipps
    Stella Kipps is a fictional character known as a close family member of Arthur Kipps in Susan Hill’s ghost story "The Woman in Black."
  • C. Mrs. Prest
    Mrs. Prest is a resourceful and inquisitive Englishwoman in Henry James’s novella "The Aspern Papers," who helps the narrator gain access to the reclusive Juliana Bordereau in Venice.
  • D. Mrs. Paroo
    Mrs. Paroo is the warm, Irish-born mother of Marian the librarian in Meredith Willson’s musical "The Music Man."
  • E. Mrs. Marlow
    Mrs. Marlow is a character in the British television serial "The Singing Detective," known as the troubled and complex mother of the protagonist, Philip Marlow.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980ec8ba48190baf52c7823482680 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d60510dc81909e0cba8b63a50d9c completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6dbb4b8848190825102be81ff693a completed May 3, 2026, 5:23 a.m.
NED2 Entity disambiguation (via description) batch_69f6dc705f28819087e5d374f83d3acc completed May 3, 2026, 5:26 a.m.
Created at: April 9, 2026, 9 p.m.