Triple
T22131371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Perfect Circle |
E546910
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
Danny Lohner
Danny Lohner is an American musician, producer, and multi-instrumentalist best known for his work with industrial and alternative rock acts such as Nine Inch Nails and various collaborative projects.
|
E1520078
|
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: Danny Lohner | Statement: [A Perfect Circle, hasFormerMember, Danny Lohner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danny Lohner Context triple: [A Perfect Circle, hasFormerMember, Danny Lohner]
-
A.
Arthur Ziehm
Arthur Ziehm is a film producer known for his work on the movie "Ruthless."
-
B.
Georg Lilienthal
Georg Lilienthal was a German historian and author known for his work on the history and development of puzzles, particularly mechanical puzzles.
-
C.
Eugen Benz
Eugen Benz was one of the sons of automobile pioneer Karl Benz and a member of the family associated with the early development of the automotive industry.
-
D.
Alfred Lilienthal
Alfred Lilienthal was an American Jewish attorney, author, and outspoken critic of Zionism and U.S. support for Israel in the mid-20th century.
-
E.
Otto Wucherer
Otto Wucherer was a 19th-century Brazilian physician and parasitologist known for his pioneering work in tropical medicine, particularly in identifying the parasite responsible for lymphatic filariasis.
- 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: Danny Lohner Triple: [A Perfect Circle, hasFormerMember, Danny Lohner]
Generated description
Danny Lohner is an American musician, producer, and multi-instrumentalist best known for his work with industrial and alternative rock acts such as Nine Inch Nails and various collaborative projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danny Lohner Target entity description: Danny Lohner is an American musician, producer, and multi-instrumentalist best known for his work with industrial and alternative rock acts such as Nine Inch Nails and various collaborative projects.
-
A.
Arthur Ziehm
Arthur Ziehm is a film producer known for his work on the movie "Ruthless."
-
B.
Georg Lilienthal
Georg Lilienthal was a German historian and author known for his work on the history and development of puzzles, particularly mechanical puzzles.
-
C.
Eugen Benz
Eugen Benz was one of the sons of automobile pioneer Karl Benz and a member of the family associated with the early development of the automotive industry.
-
D.
Alfred Lilienthal
Alfred Lilienthal was an American Jewish attorney, author, and outspoken critic of Zionism and U.S. support for Israel in the mid-20th century.
-
E.
Otto Wucherer
Otto Wucherer was a 19th-century Brazilian physician and parasitologist known for his pioneering work in tropical medicine, particularly in identifying the parasite responsible for lymphatic filariasis.
- 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_69e11e39bf348190b541bfa16a7b71e0 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12985e3688190917884c6bd487810 |
completed | April 28, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a8f28fc088190b4ce69c03d57605a |
completed | May 18, 2026, 4:01 a.m. |
| NEDg | Description generation | batch_6a0a91feddf4819087077ee1bc04a195 |
completed | May 18, 2026, 4:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a92926ec8819089838720431f63e0 |
completed | May 18, 2026, 4:16 a.m. |
Created at: April 16, 2026, 8:32 p.m.