Triple
T1109289
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talib Kweli |
E25555
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Train of Thought
"Train of Thought" is a critically acclaimed 2000 hip-hop album by Talib Kweli and producer Hi-Tek (as the duo Reflection Eternal), celebrated for its conscious lyrics and soulful, jazz-influenced production.
|
E126929
|
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: Train of Thought | Statement: [Talib Kweli, notableWork, Train of Thought]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Train of Thought Context triple: [Talib Kweli, notableWork, Train of Thought]
-
A.
Dare to Think
Dare to Think is the English-language motto of Ghent University, encapsulating its emphasis on critical inquiry and independent thought.
-
B.
Flashes of Thought
Flashes of Thought is a collection of reflections and insights by Sheikh Mohammed bin Rashid Al Maktoum on leadership, governance, innovation, and the future of Dubai and the Arab world.
-
C.
End of the World Train
The End of the World Train is a historic narrow-gauge railway in Ushuaia that offers scenic rides through the landscapes of Tierra del Fuego at the southern tip of Argentina.
-
D.
Music of My Mind
Music of My Mind is a 1972 Stevie Wonder album that marked the beginning of his acclaimed "classic period," showcasing greater artistic control, innovative use of synthesizers, and a more mature, experimental soul sound.
-
E.
The Roving Mind
The Roving Mind is a collection of essays by Isaac Asimov that explores science, technology, humanism, and social issues with his characteristic clarity and wit.
- 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: Train of Thought Triple: [Talib Kweli, notableWork, Train of Thought]
Generated description
"Train of Thought" is a critically acclaimed 2000 hip-hop album by Talib Kweli and producer Hi-Tek (as the duo Reflection Eternal), celebrated for its conscious lyrics and soulful, jazz-influenced production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Train of Thought Target entity description: "Train of Thought" is a critically acclaimed 2000 hip-hop album by Talib Kweli and producer Hi-Tek (as the duo Reflection Eternal), celebrated for its conscious lyrics and soulful, jazz-influenced production.
-
A.
Dare to Think
Dare to Think is the English-language motto of Ghent University, encapsulating its emphasis on critical inquiry and independent thought.
-
B.
Flashes of Thought
Flashes of Thought is a collection of reflections and insights by Sheikh Mohammed bin Rashid Al Maktoum on leadership, governance, innovation, and the future of Dubai and the Arab world.
-
C.
End of the World Train
The End of the World Train is a historic narrow-gauge railway in Ushuaia that offers scenic rides through the landscapes of Tierra del Fuego at the southern tip of Argentina.
-
D.
Music of My Mind
Music of My Mind is a 1972 Stevie Wonder album that marked the beginning of his acclaimed "classic period," showcasing greater artistic control, innovative use of synthesizers, and a more mature, experimental soul sound.
-
E.
The Roving Mind
The Roving Mind is a collection of essays by Isaac Asimov that explores science, technology, humanism, and social issues with his characteristic clarity and wit.
- 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_69ac4c4f65888190b48c2d220e62a26b |
completed | March 7, 2026, 4:03 p.m. |
| NEDg | Description generation | batch_69ac500036f48190bab0bf4e07d5c9ae |
completed | March 7, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac508ca8e48190bfea6ad9b6920e78 |
completed | March 7, 2026, 4:21 p.m. |
Created at: March 1, 2026, 7:43 p.m.