Triple
T1109275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talib Kweli |
E25555
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
Reflection Eternal
Reflection Eternal is a hip-hop duo consisting of rapper Talib Kweli and producer DJ Hi-Tek, known for their socially conscious lyrics and soulful, jazz-influenced production.
|
E130863
|
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: Reflection Eternal | Statement: [Talib Kweli, associatedAct, Reflection Eternal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Reflection Eternal Context triple: [Talib Kweli, associatedAct, Reflection Eternal]
-
A.
Savior
Savior is a Christian title for Jesus Christ, emphasizing his role as the divine redeemer who delivers humanity from sin and spiritual death.
-
B.
Heaven's Mirror
Heaven's Mirror is a book by Graham Hancock that explores ancient monuments and myths around the world, proposing they encode sophisticated astronomical knowledge and memories of a lost advanced civilization.
-
C.
The Reawakening
The Reawakening is an alternate title for the 1921 silent drama film "The Truce."
-
D.
Inner Light
Inner Light is the Quaker belief that a divine presence or spiritual guidance resides within every person, enabling direct, personal experience of the sacred without intermediaries.
-
E.
Post Tenebras Lux
Post Tenebras Lux is a Latin motto meaning "After darkness, light," historically associated with the Protestant Reformation and symbolizing spiritual renewal and enlightenment.
- 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: Reflection Eternal Triple: [Talib Kweli, associatedAct, Reflection Eternal]
Generated description
Reflection Eternal is a hip-hop duo consisting of rapper Talib Kweli and producer DJ Hi-Tek, known for their socially conscious lyrics and soulful, jazz-influenced production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Reflection Eternal Target entity description: Reflection Eternal is a hip-hop duo consisting of rapper Talib Kweli and producer DJ Hi-Tek, known for their socially conscious lyrics and soulful, jazz-influenced production.
-
A.
Savior
Savior is a Christian title for Jesus Christ, emphasizing his role as the divine redeemer who delivers humanity from sin and spiritual death.
-
B.
Heaven's Mirror
Heaven's Mirror is a book by Graham Hancock that explores ancient monuments and myths around the world, proposing they encode sophisticated astronomical knowledge and memories of a lost advanced civilization.
-
C.
The Reawakening
The Reawakening is an alternate title for the 1921 silent drama film "The Truce."
-
D.
Inner Light
Inner Light is the Quaker belief that a divine presence or spiritual guidance resides within every person, enabling direct, personal experience of the sacred without intermediaries.
-
E.
Post Tenebras Lux
Post Tenebras Lux is a Latin motto meaning "After darkness, light," historically associated with the Protestant Reformation and symbolizing spiritual renewal and enlightenment.
- 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_69ac59a221888190a3ffdb713e7cd143 |
completed | March 7, 2026, 5 p.m. |
| NEDg | Description generation | batch_69ac5a38ebb0819091cb81e23770ae50 |
completed | March 7, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5aa2ad188190b4c6a29e3c2c8d79 |
completed | March 7, 2026, 5:04 p.m. |
Created at: March 1, 2026, 7:43 p.m.