Triple
T1109273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talib Kweli |
E25555
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
Hi-Tek
Hi-Tek is an American hip hop producer and DJ best known for his soulful, sample-based beats and his collaborative work with Talib Kweli as part of the duo Reflection Eternal.
|
E126919
|
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: Hi-Tek | Statement: [Talib Kweli, associatedAct, Hi-Tek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hi-Tek Context triple: [Talib Kweli, associatedAct, Hi-Tek]
-
A.
Rockwell
Rockwell is an American singer and songwriter best known for his 1984 hit single "Somebody's Watching Me."
-
B.
Rockwell
Rockwell is the surname of Norman Rockwell, the iconic American painter and illustrator renowned for his depictions of everyday life in the United States.
-
C.
Spring Hill Manufacturing
Spring Hill Manufacturing is a major automotive assembly plant in Spring Hill, Tennessee, originally built for Saturn vehicles and now operated by General Motors.
-
D.
MWAK Company
MWAK Company was a major construction consortium responsible for building the Grand Coulee Dam, one of the largest concrete structures and hydroelectric power projects in the United States.
-
E.
Bühler
Bühler is a German-language surname borne by various notable individuals across fields such as politics, sports, and academia.
- 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: Hi-Tek Triple: [Talib Kweli, associatedAct, Hi-Tek]
Generated description
Hi-Tek is an American hip hop producer and DJ best known for his soulful, sample-based beats and his collaborative work with Talib Kweli as part of the duo Reflection Eternal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hi-Tek Target entity description: Hi-Tek is an American hip hop producer and DJ best known for his soulful, sample-based beats and his collaborative work with Talib Kweli as part of the duo Reflection Eternal.
-
A.
Rockwell
Rockwell is an American singer and songwriter best known for his 1984 hit single "Somebody's Watching Me."
-
B.
Rockwell
Rockwell is the surname of Norman Rockwell, the iconic American painter and illustrator renowned for his depictions of everyday life in the United States.
-
C.
Spring Hill Manufacturing
Spring Hill Manufacturing is a major automotive assembly plant in Spring Hill, Tennessee, originally built for Saturn vehicles and now operated by General Motors.
-
D.
MWAK Company
MWAK Company was a major construction consortium responsible for building the Grand Coulee Dam, one of the largest concrete structures and hydroelectric power projects in the United States.
-
E.
Bühler
Bühler is a German-language surname borne by various notable individuals across fields such as politics, sports, and academia.
- 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.