Triple

T19452839

Position	Surface form	Disambiguated ID	Type / Status
Subject	Suzanne Warren	`E486655`	entity
Predicate	hasFriend	`P8712`	FINISHED
Object	Maureen Kukudio	`—`	NE NERFINISHED

How this triple was built (3 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: Maureen Kukudio | Statement: [Suzanne Warren, hasFriend, Maureen Kukudio]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Maureen Kukudio
Context triple: [Suzanne Warren, hasFriend, Maureen Kukudio]

A. Christine Kaseba
Christine Kaseba is a Zambian obstetrician-gynecologist and public health advocate who served as First Lady of Zambia.
B. 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.
C. Paula Maloles
Paula Maloles was the wife of Filipino revolutionary general Miguel Malvar and a supportive figure in his life during the Philippine struggle against Spanish and American colonial rule.
D. Edna Madzongwe
Edna Madzongwe is a Zimbabwean politician who became the first female President of the Senate, playing a prominent role in the country’s legislative leadership.
E. 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.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Maureen Kukudio
Target entity description: Maureen Kukudio is an eccentric, conspiracy-obsessed inmate in the TV series "Orange Is the New Black."

A. Christine Kaseba
Christine Kaseba is a Zambian obstetrician-gynecologist and public health advocate who served as First Lady of Zambia.
B. 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.
C. Paula Maloles
Paula Maloles was the wife of Filipino revolutionary general Miguel Malvar and a supportive figure in his life during the Philippine struggle against Spanish and American colonial rule.
D. Edna Madzongwe
Edna Madzongwe is a Zimbabwean politician who became the first female President of the Senate, playing a prominent role in the country’s legislative leadership.
E. 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.
F. None of above. chosen

Provenance (2 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_69d8e8d86d608190bd199a98d0297f27`	completed	April 10, 2026, 12:11 p.m.
NER	Named-entity recognition	`batch_69e6339407a08190a3e0213bfbb4df3d`	completed	April 20, 2026, 2:09 p.m.

Created at: April 10, 2026, 1:38 p.m.