Triple

T11858447
Position Surface form Disambiguated ID Type / Status
Subject Peoples Democratic Party E282098 entity
Predicate hasWomenLeader P48170 FINISHED
Object Stella Effah-Attoe
Stella Effah-Attoe is a Nigerian politician and academic who has served in prominent leadership roles within the Peoples Democratic Party (PDP).
E951732 NE FINISHED

How this triple was built (5 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: Stella Effah-Attoe | Statement: [Peoples Democratic Party, hasWomenLeader, Stella Effah-Attoe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stella Effah-Attoe
Context triple: [Peoples Democratic Party, hasWomenLeader, Stella Effah-Attoe]
  • A. Cherisse Osei
    Cherisse Osei is a British drummer best known for her work as the touring and recording drummer for the rock band Simple Minds.
  • B. Nana Mensah
    Nana Mensah is a Ghanaian-American actress, writer, and director known for her work in independent film and television, including a prominent role in the Netflix series "The Chair."
  • C. Anne Mensah
    Anne Mensah is a prominent British television executive and producer known for senior commissioning roles at major broadcasters such as the BBC, Sky, and Netflix.
  • D. Ama K. Abebrese
    Ama K. Abebrese is a Ghanaian-British actress, television presenter, and producer known for her acclaimed performances in both African and international films.
  • E. Theodosia Okoh
    Theodosia Okoh was a Ghanaian artist and teacher best known for creating Ghana’s national flag.
  • 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: Stella Effah-Attoe
Triple: [Peoples Democratic Party, hasWomenLeader, Stella Effah-Attoe]
Generated description
Stella Effah-Attoe is a Nigerian politician and academic who has served in prominent leadership roles within the Peoples Democratic Party (PDP).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stella Effah-Attoe
Target entity description: Stella Effah-Attoe is a Nigerian politician and academic who has served in prominent leadership roles within the Peoples Democratic Party (PDP).
  • A. Cherisse Osei
    Cherisse Osei is a British drummer best known for her work as the touring and recording drummer for the rock band Simple Minds.
  • B. Nana Mensah
    Nana Mensah is a Ghanaian-American actress, writer, and director known for her work in independent film and television, including a prominent role in the Netflix series "The Chair."
  • C. Anne Mensah
    Anne Mensah is a prominent British television executive and producer known for senior commissioning roles at major broadcasters such as the BBC, Sky, and Netflix.
  • D. Ama K. Abebrese
    Ama K. Abebrese is a Ghanaian-British actress, television presenter, and producer known for her acclaimed performances in both African and international films.
  • E. Theodosia Okoh
    Theodosia Okoh was a Ghanaian artist and teacher best known for creating Ghana’s national flag.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasWomenLeader
Context triple: [Peoples Democratic Party, hasWomenLeader, Stella Effah-Attoe]
  • A. hasFemaleLeader chosen
    Indicates that the subject entity is led or governed by a woman in a primary leadership role.
  • B. isFirstFemaleHolderOfOffice
    Indicates that a person is the first woman ever to hold a particular office or position.
  • C. hasCountryLeader
    Indicates that a specified country is led or governed by a particular leader (such as a president, prime minister, or monarch).
  • D. hasWomenOrganization
    Indicates that an entity is associated with, contains, or is part of an organization specifically for women.
  • E. countryFirstToGrantWomenVote
    Indicates that the subject country was the earliest or among the earliest to legally grant women the right to vote.
  • F. None of above.

Provenance (6 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a699089c8190b7a298baf13dcded completed April 10, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69f2816404ac81909129347607fb5fd3 completed April 29, 2026, 10:08 p.m.
NEDg Description generation batch_69f28d363cac8190b961f17245db493c completed April 29, 2026, 10:59 p.m.
NED2 Entity disambiguation (via description) batch_69f29150bf508190bdf037d40e445e6d completed April 29, 2026, 11:16 p.m.
PD Predicate disambiguation batch_69d8a2573dbc8190ab432e8e28fde6cc completed April 10, 2026, 7:10 a.m.
Created at: April 8, 2026, 9:43 p.m.