Triple
T22571245
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ursula Bellugi |
E558078
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Edward Klima
Edward Klima was an American linguist known for his pioneering research on the structure and acquisition of sign languages, particularly American Sign Language.
|
E1542930
|
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: Edward Klima | Statement: [Ursula Bellugi, coAuthor, Edward Klima]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edward Klima Context triple: [Ursula Bellugi, coAuthor, Edward Klima]
-
A.
Michael Gillett
Michael Gillett is a person notable enough to be recognized as a namesake of the surname Gillett.
-
B.
Benjamin Cook
Benjamin Cook is a British journalist and writer best known for his work on Doctor Who, including co-authoring behind-the-scenes books and contributing to related media.
-
C.
Robert Gaston
Robert Gaston is a paleontologist and fossil preparator known for his role in the scientific description and preparation of dinosaur specimens, including the large dromaeosaurid Utahraptor.
-
D.
Marc Ewing
Marc Ewing is an American software engineer and entrepreneur best known as a co-founder of the open-source software company Red Hat.
-
E.
Mark Stoermer
Mark Stoermer is an American musician best known as the longtime bassist for the rock band The Killers.
- 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: Edward Klima Triple: [Ursula Bellugi, coAuthor, Edward Klima]
Generated description
Edward Klima was an American linguist known for his pioneering research on the structure and acquisition of sign languages, particularly American Sign Language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edward Klima Target entity description: Edward Klima was an American linguist known for his pioneering research on the structure and acquisition of sign languages, particularly American Sign Language.
-
A.
Michael Gillett
Michael Gillett is a person notable enough to be recognized as a namesake of the surname Gillett.
-
B.
Benjamin Cook
Benjamin Cook is a British journalist and writer best known for his work on Doctor Who, including co-authoring behind-the-scenes books and contributing to related media.
-
C.
Robert Gaston
Robert Gaston is a paleontologist and fossil preparator known for his role in the scientific description and preparation of dinosaur specimens, including the large dromaeosaurid Utahraptor.
-
D.
Marc Ewing
Marc Ewing is an American software engineer and entrepreneur best known as a co-founder of the open-source software company Red Hat.
-
E.
Mark Stoermer
Mark Stoermer is an American musician best known as the longtime bassist for the rock band The Killers.
- 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_69e11e5ae4ac8190b1f503457603d969 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15fae1ed881909430769a0015c39c |
completed | April 29, 2026, 1:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b2d7828988190af945de92c604ac7 |
completed | May 18, 2026, 3:17 p.m. |
| NEDg | Description generation | batch_6a0b364801cc81908204a937c1099728 |
completed | May 18, 2026, 3:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b37998f888190bb53c2429760321a |
completed | May 18, 2026, 4 p.m. |
Created at: April 16, 2026, 8:52 p.m.