Triple
T15766559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Color Changin' Click |
E382235
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Cootabang
Cootabang is a rapper best known as a member of the Houston hip hop group The Color Changin' Click, associated with the local underground and chopped-and-screwed scene.
|
E1175566
|
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: Cootabang | Statement: [The Color Changin' Click, hasMember, Cootabang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cootabang Context triple: [The Color Changin' Click, hasMember, Cootabang]
-
A.
Bemboka
Bemboka is a small rural town in New South Wales, Australia, situated near the foothills of the Great Dividing Range and known for its scenic dairy-farming countryside.
-
B.
Berrimah
Berrimah is a suburb in the northern Australian city of Darwin, known for its industrial areas, correctional facilities, and transport infrastructure.
-
C.
Wokha
Wokha is a town and district headquarters in the Indian state of Nagaland, known as the homeland of the Lotha Naga tribe and for its scenic hills and agricultural produce.
-
D.
Birrarung
Birrarung is an Indigenous Australian name associated with the Yarra River, reflecting its cultural and historical significance to the Wurundjeri people of the Melbourne region.
-
E.
Maranunga
Maranunga is an alternative name for the Marranunggu, an Aboriginal Australian people traditionally associated with the Northern Territory.
- 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: Cootabang Triple: [The Color Changin' Click, hasMember, Cootabang]
Generated description
Cootabang is a rapper best known as a member of the Houston hip hop group The Color Changin' Click, associated with the local underground and chopped-and-screwed scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cootabang Target entity description: Cootabang is a rapper best known as a member of the Houston hip hop group The Color Changin' Click, associated with the local underground and chopped-and-screwed scene.
-
A.
Bemboka
Bemboka is a small rural town in New South Wales, Australia, situated near the foothills of the Great Dividing Range and known for its scenic dairy-farming countryside.
-
B.
Berrimah
Berrimah is a suburb in the northern Australian city of Darwin, known for its industrial areas, correctional facilities, and transport infrastructure.
-
C.
Wokha
Wokha is a town and district headquarters in the Indian state of Nagaland, known as the homeland of the Lotha Naga tribe and for its scenic hills and agricultural produce.
-
D.
Birrarung
Birrarung is an Indigenous Australian name associated with the Yarra River, reflecting its cultural and historical significance to the Wurundjeri people of the Melbourne region.
-
E.
Maranunga
Maranunga is an alternative name for the Marranunggu, an Aboriginal Australian people traditionally associated with the Northern Territory.
- 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_69d86da09a10819082fe9797b23e4664 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e050b8154881908afe5191e6424f15 |
completed | April 16, 2026, 3 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff87789914819097b56482cb8984c7 |
completed | May 9, 2026, 7:14 p.m. |
| NEDg | Description generation | batch_69ff887dc9cc81908833f9881647d82f |
completed | May 9, 2026, 7:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff8970b85081909c8eb114851841f1 |
completed | May 9, 2026, 7:22 p.m. |
Created at: April 10, 2026, 4:47 a.m.