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.