Triple
T4588909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Weavers |
E103435
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Fred Hellerman
Fred Hellerman was an American folk singer, guitarist, songwriter, and producer best known as a founding member of the influential folk group The Weavers.
|
E526434
|
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: Fred Hellerman | Statement: [The Weavers, member, Fred Hellerman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fred Hellerman Context triple: [The Weavers, member, Fred Hellerman]
-
A.
Louis Hellman
Louis Hellman is a British architect and cartoonist best known for his satirical illustrations about architecture and the built environment.
-
B.
Irving Brecher
Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
-
C.
Max J. Kohler
Max J. Kohler was a Jewish-American lawyer and historian known for his work on immigration law and the defense of civil and religious liberties in the United States.
-
D.
Herbert Klein
Herbert Klein is a notable individual recognized for his contributions in his respective field, sharing the surname Klein.
-
E.
Arnold Perl
Arnold Perl was an American screenwriter and producer known for his work on socially conscious films and television, including co-writing the screenplay that formed the basis for Spike Lee’s 1992 film "Malcolm X."
- 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: Fred Hellerman Triple: [The Weavers, member, Fred Hellerman]
Generated description
Fred Hellerman was an American folk singer, guitarist, songwriter, and producer best known as a founding member of the influential folk group The Weavers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fred Hellerman Target entity description: Fred Hellerman was an American folk singer, guitarist, songwriter, and producer best known as a founding member of the influential folk group The Weavers.
-
A.
Louis Hellman
Louis Hellman is a British architect and cartoonist best known for his satirical illustrations about architecture and the built environment.
-
B.
Irving Brecher
Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
-
C.
Max J. Kohler
Max J. Kohler was a Jewish-American lawyer and historian known for his work on immigration law and the defense of civil and religious liberties in the United States.
-
D.
Herbert Klein
Herbert Klein is a notable individual recognized for his contributions in his respective field, sharing the surname Klein.
-
E.
Arnold Perl
Arnold Perl was an American screenwriter and producer known for his work on socially conscious films and television, including co-writing the screenplay that formed the basis for Spike Lee’s 1992 film "Malcolm X."
- 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_69bd43dccaf08190aa89e9991a289719 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd592115fc8190b1aee1d8bbaf1ee3 |
completed | March 20, 2026, 2:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfbd56f4c081909ebc19bfc91aa5d2 |
completed | March 22, 2026, 9:58 a.m. |
| NEDg | Description generation | batch_69bfbdcab6d88190aa24838b20743e6e |
completed | March 22, 2026, 10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfbe735874819083abb628f3d169b9 |
completed | March 22, 2026, 10:03 a.m. |
Created at: March 20, 2026, 1:11 p.m.