Triple
T18180385
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2022 United States Senate election in Pennsylvania |
E435263
|
entity |
| Predicate | DemocraticPrimaryMajorOpponent |
P9213
|
FINISHED |
| Object |
Malcolm Kenyatta
Malcolm Kenyatta is a progressive Democratic politician and state representative from Philadelphia, known for his advocacy on issues like economic justice, LGBTQ+ rights, and voting rights.
|
E1311880
|
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: Malcolm Kenyatta | Statement: [2022 United States Senate election in Pennsylvania, DemocraticPrimaryMajorOpponent, Malcolm Kenyatta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malcolm Kenyatta Context triple: [2022 United States Senate election in Pennsylvania, DemocraticPrimaryMajorOpponent, Malcolm Kenyatta]
-
A.
Uhuru Kenyatta
Uhuru Kenyatta is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
-
B.
Mwai Kibaki
Mwai Kibaki was a Kenyan economist and politician who served as the third President of Kenya from 2002 to 2013.
-
C.
Ngina Kenyatta
Ngina Kenyatta is a former First Lady of Kenya and influential Kenyan public figure, best known as the widow of founding president Jomo Kenyatta and matriarch of the Kenyatta family.
-
D.
William Ruto
William Ruto is a Kenyan politician who serves as the country’s president and has long been a prominent figure in its national politics.
-
E.
Kenyatta
Kenyatta is the given first name of American rapper and producer Ken Carson.
- 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: Malcolm Kenyatta Triple: [2022 United States Senate election in Pennsylvania, DemocraticPrimaryMajorOpponent, Malcolm Kenyatta]
Generated description
Malcolm Kenyatta is a progressive Democratic politician and state representative from Philadelphia, known for his advocacy on issues like economic justice, LGBTQ+ rights, and voting rights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malcolm Kenyatta Target entity description: Malcolm Kenyatta is a progressive Democratic politician and state representative from Philadelphia, known for his advocacy on issues like economic justice, LGBTQ+ rights, and voting rights.
-
A.
Uhuru Kenyatta
Uhuru Kenyatta is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
-
B.
Mwai Kibaki
Mwai Kibaki was a Kenyan economist and politician who served as the third President of Kenya from 2002 to 2013.
-
C.
Ngina Kenyatta
Ngina Kenyatta is a former First Lady of Kenya and influential Kenyan public figure, best known as the widow of founding president Jomo Kenyatta and matriarch of the Kenyatta family.
-
D.
William Ruto
William Ruto is a Kenyan politician who serves as the country’s president and has long been a prominent figure in its national politics.
-
E.
Kenyatta
Kenyatta is the given first name of American rapper and producer Ken Carson.
- 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dffa75a081908dad0dcbd736172d |
completed | April 19, 2026, 2 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0397ff48a081908d0454144a8f5076 |
completed | May 12, 2026, 9:13 p.m. |
| NEDg | Description generation | batch_6a039917de7481909296e06af3a201f5 |
completed | May 12, 2026, 9:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a039976d32c8190a1ea97d4a21b2799 |
completed | May 12, 2026, 9:19 p.m. |
Created at: April 10, 2026, 10:31 a.m.