Triple
T9866086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neal Hefti |
E239835
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Hefti
Hefti is a Swiss surname most notably associated with figures in music, sports, and politics.
|
E825809
|
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: Hefti | Statement: [Neal Hefti, familyName, Hefti]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hefti Context triple: [Neal Hefti, familyName, Hefti]
-
A.
Hetta
Hetta is a central, intelligent and strong-willed female character in Anthony Trollope’s novel "The Way We Live Now."
-
B.
Hannut
Hannut is a municipality in the French-speaking Walloon Region of Belgium, known for its rural character and location between Liège and Brussels.
-
C.
Faydi
Faydi is a village located within the Shekhan District in the Kurdistan Region of northern Iraq.
-
D.
Hesby
Hesby is a small Norwegian island village in Rogaland county known for its historic church and traditional coastal landscape.
-
E.
Átta
Átta is a studio album by Icelandic post-rock band Sigur Rós, known for its ethereal soundscapes and atmospheric, orchestral arrangements.
- 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: Hefti Triple: [Neal Hefti, familyName, Hefti]
Generated description
Hefti is a Swiss surname most notably associated with figures in music, sports, and politics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hefti Target entity description: Hefti is a Swiss surname most notably associated with figures in music, sports, and politics.
-
A.
Hetta
Hetta is a central, intelligent and strong-willed female character in Anthony Trollope’s novel "The Way We Live Now."
-
B.
Hannut
Hannut is a municipality in the French-speaking Walloon Region of Belgium, known for its rural character and location between Liège and Brussels.
-
C.
Faydi
Faydi is a village located within the Shekhan District in the Kurdistan Region of northern Iraq.
-
D.
Hesby
Hesby is a small Norwegian island village in Rogaland county known for its historic church and traditional coastal landscape.
-
E.
Átta
Átta is a studio album by Icelandic post-rock band Sigur Rós, known for its ethereal soundscapes and atmospheric, orchestral arrangements.
- 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_69ca84e7506c819095cbde4ff16512bb |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3d091e48190b10463562d0dc461 |
completed | April 2, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e4544d008190a70ec0d490da8ef2 |
completed | April 5, 2026, 4:25 a.m. |
| NEDg | Description generation | batch_69d1e5204f748190b1f56ee5469828a2 |
completed | April 5, 2026, 4:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e598243481909278cb3c911ce3db |
completed | April 5, 2026, 4:31 a.m. |
Created at: March 30, 2026, 8:36 p.m.