Triple
T11906904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Na'vi |
E283292
|
entity |
| Predicate | languageCreatedBy |
P102278
|
FINISHED |
| Object |
Paul Frommer
Paul Frommer is a linguist best known for inventing the Na'vi language for James Cameron's film "Avatar."
|
E954355
|
NE FINISHED |
How this triple was built (5 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: Paul Frommer | Statement: [Na'vi, languageCreatedBy, Paul Frommer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Frommer Context triple: [Na'vi, languageCreatedBy, Paul Frommer]
-
A.
Paul Hollander
Paul Hollander was a Hungarian-American sociologist and author best known for his critical analyses of communism, political ideology, and intellectuals’ attitudes toward totalitarian regimes.
-
B.
Paul Buher
Paul Buher is a character in the horror film "Damien: Omen II," serving as one of the adults entangled in the sinister events surrounding the Antichrist child, Damien.
-
C.
Philip Bruns
Philip Bruns was an American character actor best known for his television and film roles in the 1970s and 1980s, including his work on the satirical soap opera "Mary Hartman, Mary Hartman."
-
D.
Paul Isenberg
Paul Isenberg was a 19th-century German-born businessman and plantation manager in Hawaii who became a prominent figure in the islands’ sugar industry and local politics.
-
E.
Eric Lamonsoff
Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
- 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: Paul Frommer Triple: [Na'vi, languageCreatedBy, Paul Frommer]
Generated description
Paul Frommer is a linguist best known for inventing the Na'vi language for James Cameron's film "Avatar."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Frommer Target entity description: Paul Frommer is a linguist best known for inventing the Na'vi language for James Cameron's film "Avatar."
-
A.
Paul Hollander
Paul Hollander was a Hungarian-American sociologist and author best known for his critical analyses of communism, political ideology, and intellectuals’ attitudes toward totalitarian regimes.
-
B.
Paul Buher
Paul Buher is a character in the horror film "Damien: Omen II," serving as one of the adults entangled in the sinister events surrounding the Antichrist child, Damien.
-
C.
Philip Bruns
Philip Bruns was an American character actor best known for his television and film roles in the 1970s and 1980s, including his work on the satirical soap opera "Mary Hartman, Mary Hartman."
-
D.
Paul Isenberg
Paul Isenberg was a 19th-century German-born businessman and plantation manager in Hawaii who became a prominent figure in the islands’ sugar industry and local politics.
-
E.
Eric Lamonsoff
Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: languageCreatedBy Context triple: [Na'vi, languageCreatedBy, Paul Frommer]
-
A.
creatorLanguage
Indicates the language in which the creator produced or expressed the related work or content.
-
B.
originallyDevelopedIn
Indicates that something (such as a product, technology, or idea) was first created, designed, or developed in a particular place or context.
-
C.
languageOfProgramming
Indicates that one entity is a programming language used to implement, develop, or script the other entity.
-
D.
programLanguage
Indicates that an entity is implemented, written, or expressed using a particular programming language.
-
E.
developedPrimarilyIn
Indicates that something was mainly created, advanced, or brought into its primary form within a particular context, place, or domain, even if contributions occurred elsewhere.
- F. None of above. chosen
Provenance (7 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_69d6ab2c07e88190ba13b0d21fd6cf33 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8e5264b2081909bda6c24abb89725 |
completed | April 10, 2026, 11:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f44004b454819091b41bac99895106 |
completed | May 1, 2026, 5:54 a.m. |
| NEDg | Description generation | batch_69f448fa8eec81909fe6ac0902f46998 |
completed | May 1, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f44aef15148190ba8090681b921ffa |
completed | May 1, 2026, 6:40 a.m. |
| PD | Predicate disambiguation | batch_69d8bb3632ac8190b13e53c2b5db7125 |
completed | April 10, 2026, 8:56 a.m. |
| PDg | Predicate description generation | batch_69d8dd0ba0f88190b7d5e358c27ca184 |
completed | April 10, 2026, 11:20 a.m. |
Created at: April 8, 2026, 9:44 p.m.