Triple
T1109288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talib Kweli |
E25555
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E127949
|
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: Liberation | Statement: [Talib Kweli, notableWork, Liberation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberation Context triple: [Talib Kweli, notableWork, Liberation]
-
A.
Order of Liberation
The Order of Liberation is a prestigious Chinese military decoration awarded to individuals who made outstanding contributions to the victory of the Chinese Communist revolution and the founding of the People’s Republic of China.
-
B.
The Path to Freedom
"The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
-
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 (album)
Liberation is a 2018 studio album by American singer Christina Aguilera that blends pop, R&B, and hip hop influences and marks a stylistic and personal reinvention in her discography.
-
E.
Armed Freedom
Armed Freedom is the bronze allegorical statue of a helmeted female figure representing liberty that crowns the dome of the United States Capitol in Washington, D.C.
- 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: Liberation Triple: [Talib Kweli, notableWork, Liberation]
Generated description
Liberation is a collaborative hip-hop album by Talib Kweli and producer Madlib, known for its socially conscious lyrics and soulful, sample-heavy production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liberation Target entity description: Liberation is a collaborative hip-hop album by Talib Kweli and producer Madlib, known for its socially conscious lyrics and soulful, sample-heavy production.
-
A.
Order of Liberation
The Order of Liberation is a prestigious Chinese military decoration awarded to individuals who made outstanding contributions to the victory of the Chinese Communist revolution and the founding of the People’s Republic of China.
-
B.
The Path to Freedom
"The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
-
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 (album)
Liberation is a 2018 studio album by American singer Christina Aguilera that blends pop, R&B, and hip hop influences and marks a stylistic and personal reinvention in her discography.
-
E.
Armed Freedom
Armed Freedom is the bronze allegorical statue of a helmeted female figure representing liberty that crowns the dome of the United States Capitol in Washington, D.C.
- 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_69a49428d4448190b3b36991ceae87ce |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4ba045fd88190982e1c6278fb9ca3 |
completed | March 1, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac53935d108190955343cd1d3716b0 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac5436b8688190b9d13a6920a218f6 |
completed | March 7, 2026, 4:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac548b363881908de3588d34c4960c |
completed | March 7, 2026, 4:38 p.m. |
Created at: March 1, 2026, 7:43 p.m.