Triple
T1904761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | First Liberian Civil War |
E37775
|
entity |
| Predicate | leader |
P981
|
FINISHED |
| Object |
Samuel Doe
Samuel Doe was a Liberian military officer-turned-president whose authoritarian rule and eventual overthrow played a central role in triggering the First Liberian Civil War.
|
E212695
|
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: Samuel Doe | Statement: [First Liberian Civil War, leader, Samuel Doe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Samuel Doe Context triple: [First Liberian Civil War, leader, Samuel Doe]
-
A.
Patrice Talon
Patrice Talon is a Beninese businessman and politician who has served as the President of Benin since 2016.
-
B.
Abraham Attah
Abraham Attah is a Ghanaian actor best known for his acclaimed breakout performance as a child soldier in the film "Beasts of No Nation."
-
C.
Jacques Samossoud
Jacques Samossoud was a Russian-born conductor best known as the second husband of Clara Clemens, the daughter of author Mark Twain.
-
D.
Charles H. Taylor
Charles H. Taylor was an American newspaper publisher best known for transforming The Boston Globe into a major modern daily and serving as its long-time first publisher.
-
E.
Askia Touré
Askia Touré is an influential African American poet, essayist, and activist whose work helped shape the Black Arts Movement’s fusion of cultural nationalism, political struggle, and Black aesthetic expression.
- 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: Samuel Doe Triple: [First Liberian Civil War, leader, Samuel Doe]
Generated description
Samuel Doe was a Liberian military officer-turned-president whose authoritarian rule and eventual overthrow played a central role in triggering the First Liberian Civil War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Samuel Doe Target entity description: Samuel Doe was a Liberian military officer-turned-president whose authoritarian rule and eventual overthrow played a central role in triggering the First Liberian Civil War.
-
A.
Patrice Talon
Patrice Talon is a Beninese businessman and politician who has served as the President of Benin since 2016.
-
B.
Abraham Attah
Abraham Attah is a Ghanaian actor best known for his acclaimed breakout performance as a child soldier in the film "Beasts of No Nation."
-
C.
Jacques Samossoud
Jacques Samossoud was a Russian-born conductor best known as the second husband of Clara Clemens, the daughter of author Mark Twain.
-
D.
Charles H. Taylor
Charles H. Taylor was an American newspaper publisher best known for transforming The Boston Globe into a major modern daily and serving as its long-time first publisher.
-
E.
Askia Touré
Askia Touré is an influential African American poet, essayist, and activist whose work helped shape the Black Arts Movement’s fusion of cultural nationalism, political struggle, and Black aesthetic expression.
- 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_69a8861be7148190a680937ec451a304 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb191b710819091a5b767550fcf61 |
completed | March 7, 2026, 5:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeaf944c881908c5cb54bd27d6fa9 |
completed | March 8, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69adeb8b3d2c8190b13c03ce944f436a |
completed | March 8, 2026, 9:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adec123cc481908e55dfbe4f4da095 |
completed | March 8, 2026, 9:37 p.m. |
Created at: March 4, 2026, 7:35 p.m.