Triple
T13069357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The No. 1 Ladies' Detective Agency |
E329412
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Grace Makutsi
Grace Makutsi is a highly intelligent, principled, and often comically earnest assistant detective in Alexander McCall Smith’s "The No. 1 Ladies’ Detective Agency" series, known for her exceptional secretarial exam score and distinctive personality.
|
E1020385
|
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: Grace Makutsi | Statement: [The No. 1 Ladies' Detective Agency, mainCharacter, Grace Makutsi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grace Makutsi Context triple: [The No. 1 Ladies' Detective Agency, mainCharacter, Grace Makutsi]
-
A.
Rebecca Kadaga
Rebecca Kadaga is a Ugandan lawyer and politician who served as Speaker of the Parliament of Uganda and is a prominent member of the ruling National Resistance Movement party.
-
B.
Mary Masombuka
Mary Masombuka is a central student activist character in the South African musical film and stage play "Sarafina!", symbolizing youth resistance against apartheid.
-
C.
Martha Karua
Martha Karua is a prominent Kenyan lawyer, politician, and former Minister of Justice known for her advocacy for constitutional reform, human rights, and good governance.
-
D.
Priscilla Misihairabwi-Mushonga
Priscilla Misihairabwi-Mushonga is a Zimbabwean politician, diplomat, and women's rights advocate who has served in parliament and held ministerial and ambassadorial roles.
-
E.
Grace Wanjiku
Grace Wanjiku was a Kenyan woman best known as one of the wives of Jomo Kenyatta, Kenya’s first president and a leading figure in the country’s independence movement.
- 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: Grace Makutsi Triple: [The No. 1 Ladies' Detective Agency, mainCharacter, Grace Makutsi]
Generated description
Grace Makutsi is a highly intelligent, principled, and often comically earnest assistant detective in Alexander McCall Smith’s "The No. 1 Ladies’ Detective Agency" series, known for her exceptional secretarial exam score and distinctive personality.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grace Makutsi Target entity description: Grace Makutsi is a highly intelligent, principled, and often comically earnest assistant detective in Alexander McCall Smith’s "The No. 1 Ladies’ Detective Agency" series, known for her exceptional secretarial exam score and distinctive personality.
-
A.
Rebecca Kadaga
Rebecca Kadaga is a Ugandan lawyer and politician who served as Speaker of the Parliament of Uganda and is a prominent member of the ruling National Resistance Movement party.
-
B.
Mary Masombuka
Mary Masombuka is a central student activist character in the South African musical film and stage play "Sarafina!", symbolizing youth resistance against apartheid.
-
C.
Martha Karua
Martha Karua is a prominent Kenyan lawyer, politician, and former Minister of Justice known for her advocacy for constitutional reform, human rights, and good governance.
-
D.
Priscilla Misihairabwi-Mushonga
Priscilla Misihairabwi-Mushonga is a Zimbabwean politician, diplomat, and women's rights advocate who has served in parliament and held ministerial and ambassadorial roles.
-
E.
Grace Wanjiku
Grace Wanjiku was a Kenyan woman best known as one of the wives of Jomo Kenyatta, Kenya’s first president and a leading figure in the country’s independence movement.
- 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.