Triple
T5597315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Daybreak |
E147029
|
entity |
| Predicate | musicBy |
P1952
|
FINISHED |
| Object |
David Hentschel
David Hentschel is a British recording engineer, composer, and producer known for his work with artists like Genesis and Elton John as well as for scoring film soundtracks.
|
E530052
|
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: David Hentschel | Statement: [Operation Daybreak, musicBy, David Hentschel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Hentschel Context triple: [Operation Daybreak, musicBy, David Hentschel]
-
A.
Matthew Garrett
Matthew Garrett is a prominent free software developer and security expert known for his influential work on Linux, firmware, and secure boot technologies.
-
B.
Tab Atkins Jr.
Tab Atkins Jr. is a prominent web standards engineer and W3C CSS Working Group member known for authoring and editing numerous key CSS specifications.
-
C.
Robert Griesemer
Robert Griesemer is a Swiss software engineer best known as one of the principal designers of the Go programming language at Google.
-
D.
Ian Hickson
Ian Hickson is a prominent web standards editor and software engineer best known for his leading role in developing the HTML5 specification and his work with the WHATWG and W3C.
-
E.
Markus Oberhumer
Markus Oberhumer is an Austrian software developer best known as the creator of the UPX executable packer and contributor to various open-source compression and optimization tools.
- 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: David Hentschel Triple: [Operation Daybreak, musicBy, David Hentschel]
Generated description
David Hentschel is a British recording engineer, composer, and producer known for his work with artists like Genesis and Elton John as well as for scoring film soundtracks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Hentschel Target entity description: David Hentschel is a British recording engineer, composer, and producer known for his work with artists like Genesis and Elton John as well as for scoring film soundtracks.
-
A.
Matthew Garrett
Matthew Garrett is a prominent free software developer and security expert known for his influential work on Linux, firmware, and secure boot technologies.
-
B.
Tab Atkins Jr.
Tab Atkins Jr. is a prominent web standards engineer and W3C CSS Working Group member known for authoring and editing numerous key CSS specifications.
-
C.
Robert Griesemer
Robert Griesemer is a Swiss software engineer best known as one of the principal designers of the Go programming language at Google.
-
D.
Ian Hickson
Ian Hickson is a prominent web standards editor and software engineer best known for his leading role in developing the HTML5 specification and his work with the WHATWG and W3C.
-
E.
Markus Oberhumer
Markus Oberhumer is an Austrian software developer best known as the creator of the UPX executable packer and contributor to various open-source compression and optimization tools.
- 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_69c009043d648190a7af89698ccf1e3e |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020c126088190914ef7b575d800e4 |
completed | March 22, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0286eaa2881909cbb0bb20f4987fe |
completed | March 22, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69c037fd7be48190b7baf9fb5ffb7b8c |
completed | March 22, 2026, 6:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c03899a0788190b41c048e864ce70c |
completed | March 22, 2026, 6:44 p.m. |
Created at: March 22, 2026, 3:38 p.m.