Triple

T7614727
Position Surface form Disambiguated ID Type / Status
Subject 5th Special Forces Group (Airborne) E172332 entity
Predicate motto P42 FINISHED
Object De Oppresso Liber
De Oppresso Liber is the Latin motto of the U.S. Army Special Forces, commonly translated as "To Free the Oppressed," reflecting their mission to support and liberate marginalized populations.
E675991 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: De Oppresso Liber | Statement: [5th Special Forces Group (Airborne), motto, De Oppresso Liber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: De Oppresso Liber
Context triple: [5th Special Forces Group (Airborne), motto, De Oppresso Liber]
  • A. God of the Oppressed
    God of the Oppressed is a seminal theological work by James H. Cone that articulates Black liberation theology by portraying God’s solidarity with the oppressed in the struggle against racism and injustice.
  • B. The Crucifixion of Liberty
    The Crucifixion of Liberty is a political work by Russian revolutionary leader Alexander Kerensky in which he reflects on the Russian Revolution and the subsequent rise of Bolshevik authoritarianism.
  • C. The Liberator
    The Liberator was a prominent 19th-century American abolitionist newspaper that became a leading voice in the movement to end slavery in the United States.
  • D. Liberation
    Liberation is a collaborative hip-hop album by Talib Kweli and producer Madlib, known for its socially conscious lyrics and soulful, sample-heavy production.
  • E. Liberation
    Liberation is the central political and theoretical journal of the Communist Party of India (Marxist–Leninist) Liberation, focusing on leftist analysis, party positions, and movement reports.
  • 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: De Oppresso Liber
Triple: [5th Special Forces Group (Airborne), motto, De Oppresso Liber]
Generated description
De Oppresso Liber is the Latin motto of the U.S. Army Special Forces, commonly translated as "To Free the Oppressed," reflecting their mission to support and liberate marginalized populations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: De Oppresso Liber
Target entity description: De Oppresso Liber is the Latin motto of the U.S. Army Special Forces, commonly translated as "To Free the Oppressed," reflecting their mission to support and liberate marginalized populations.
  • A. God of the Oppressed
    God of the Oppressed is a seminal theological work by James H. Cone that articulates Black liberation theology by portraying God’s solidarity with the oppressed in the struggle against racism and injustice.
  • B. The Crucifixion of Liberty
    The Crucifixion of Liberty is a political work by Russian revolutionary leader Alexander Kerensky in which he reflects on the Russian Revolution and the subsequent rise of Bolshevik authoritarianism.
  • C. The Liberator
    The Liberator was a prominent 19th-century American abolitionist newspaper that became a leading voice in the movement to end slavery in the United States.
  • D. Liberation
    Liberation is a collaborative hip-hop album by Talib Kweli and producer Madlib, known for its socially conscious lyrics and soulful, sample-heavy production.
  • E. Liberation
    "Liberation" is a roots reggae album by Jamaican musician Bunny Wailer that reflects his Rastafarian beliefs and socially conscious themes.
  • 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_69c6994f50808190ba228764bb422417 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa4392e881908ed1ab3f64b41600 completed March 27, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8686d16808190bc431c43c0928f6e completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c8691bf25881909585bb04404f90da completed March 28, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69c8698f70a081909633b3b6d7fd45e1 completed March 28, 2026, 11:51 p.m.
Created at: March 27, 2026, 3:55 p.m.