Triple
T20435682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billy Sheehan |
E501242
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Talas
Talas is an American hard rock and heavy metal band best known for featuring virtuoso bassist Billy Sheehan before his rise to wider fame.
|
E1432116
|
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: Talas | Statement: [Billy Sheehan, memberOf, Talas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talas Context triple: [Billy Sheehan, memberOf, Talas]
-
A.
Talas
Talas is a district and rapidly growing residential area of the central Anatolian city of Kayseri in Turkey.
-
B.
Talas Valley
Talas Valley is a river valley region in Central Asia shaped by the Talas River, historically significant as a corridor between China and the Islamic world.
-
C.
Talasnal
Talasnal is a restored schist mountain village in central Portugal known for its traditional stone houses, scenic forest setting, and rural tourism.
-
D.
Tayshet
Tayshet is a town in Irkutsk Oblast, Russia, known as a major railway junction in Siberia.
-
E.
Talasani
Talasani is a small commune in the Haute-Corse department on the island of Corsica in France.
- 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: Talas Triple: [Billy Sheehan, memberOf, Talas]
Generated description
Talas is an American hard rock and heavy metal band best known for featuring virtuoso bassist Billy Sheehan before his rise to wider fame.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talas Target entity description: Talas is an American hard rock and heavy metal band best known for featuring virtuoso bassist Billy Sheehan before his rise to wider fame.
-
A.
Talas
Talas is a district and rapidly growing residential area of the central Anatolian city of Kayseri in Turkey.
-
B.
Talas Valley
Talas Valley is a river valley region in Central Asia shaped by the Talas River, historically significant as a corridor between China and the Islamic world.
-
C.
Talasnal
Talasnal is a restored schist mountain village in central Portugal known for its traditional stone houses, scenic forest setting, and rural tourism.
-
D.
Tayshet
Tayshet is a town in Irkutsk Oblast, Russia, known as a major railway junction in Siberia.
-
E.
Talasani
Talasani is a small commune in the Haute-Corse department on the island of Corsica in France.
- 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_69e0b4ab3cfc8190ac9bf32e932316b1 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e685ee758c8190b267b7ce71de8f8c |
completed | April 20, 2026, 8 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0883f978e08190b76e1aa66a529904 |
completed | May 16, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_6a0887cffdac8190a3ddaa68042f3cb0 |
completed | May 16, 2026, 3:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a088854b31c8190a0b4f55fccc228d4 |
completed | May 16, 2026, 3:08 p.m. |
Created at: April 16, 2026, 11:31 a.m.