Triple

T8934164
Position Surface form Disambiguated ID Type / Status
Subject Liberian Independence Day E212734 entity
Predicate observedBy P1165 FINISHED
Object Liberian diaspora
The Liberian diaspora comprises Liberians and people of Liberian descent living outside Liberia who maintain cultural, social, and often political ties to their homeland.
E767707 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: Liberian diaspora | Statement: [Liberian Independence Day, observedBy, Liberian diaspora]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liberian diaspora
Context triple: [Liberian Independence Day, observedBy, Liberian diaspora]
  • A. Americo-Liberian settlers
    Americo-Liberian settlers were freed African American and Caribbean migrants who established a Western-influenced ruling elite in Liberia during the 19th century.
  • B. Black Loyalists
    Black Loyalists were African-descended supporters of the British Crown during the American Revolutionary War, many of whom were formerly enslaved people who gained or sought freedom by fighting for or aiding British forces.
  • C. United States diaspora
    The United States diaspora refers to people of U.S. origin or heritage living outside the country, forming communities that maintain cultural, social, and often political ties to the United States.
  • D. Back-to-Africa movement
    The Back-to-Africa movement was a political and social campaign, most prominently led by Marcus Garvey in the early 20th century, advocating for people of African descent in the Americas and elsewhere to return to and build a sovereign future in Africa.
  • E. Haitian Americans
    Haitian Americans are U.S. residents or citizens of Haitian descent, many of whom are concentrated in South Florida and maintain strong cultural, linguistic, and familial ties to Haiti.
  • 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: Liberian diaspora
Triple: [Liberian Independence Day, observedBy, Liberian diaspora]
Generated description
The Liberian diaspora comprises Liberians and people of Liberian descent living outside Liberia who maintain cultural, social, and often political ties to their homeland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liberian diaspora
Target entity description: The Liberian diaspora comprises Liberians and people of Liberian descent living outside Liberia who maintain cultural, social, and often political ties to their homeland.
  • A. Americo-Liberian settlers
    Americo-Liberian settlers were freed African American and Caribbean migrants who established a Western-influenced ruling elite in Liberia during the 19th century.
  • B. Black Loyalists
    Black Loyalists were African-descended supporters of the British Crown during the American Revolutionary War, many of whom were formerly enslaved people who gained or sought freedom by fighting for or aiding British forces.
  • C. United States diaspora
    The United States diaspora refers to people of U.S. origin or heritage living outside the country, forming communities that maintain cultural, social, and often political ties to the United States.
  • D. Back-to-Africa movement
    The Back-to-Africa movement was a political and social campaign, most prominently led by Marcus Garvey in the early 20th century, advocating for people of African descent in the Americas and elsewhere to return to and build a sovereign future in Africa.
  • E. Haitian Americans
    Haitian Americans are U.S. residents or citizens of Haitian descent, many of whom are concentrated in South Florida and maintain strong cultural, linguistic, and familial ties to Haiti.
  • 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_69ca8395c438819087d7cb844ab5990c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc669138b48190a6bb4968f029a69e completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1ddac548190bf520321dd35de1c completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc26e039881909f623ba5b1b7f7e1 completed April 3, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69cfc350afc08190a17c61041d6d8193 completed April 3, 2026, 1:40 p.m.
Created at: March 30, 2026, 6:57 p.m.