Triple
T19880103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The 5th Wave |
E477746
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Tobin Armbrust
Tobin Armbrust is a film producer known for working on major feature films, including the science fiction thriller "The 5th Wave."
|
E1399384
|
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: Tobin Armbrust | Statement: [The 5th Wave, producer, Tobin Armbrust]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tobin Armbrust Context triple: [The 5th Wave, producer, Tobin Armbrust]
-
A.
Martin E. Franklin
Martin E. Franklin is a British-American businessman and entrepreneur best known for building consumer products conglomerates such as Jarden Corporation through aggressive acquisitions and value-focused management.
-
B.
Raghu Ramakrishnan
Raghu Ramakrishnan is a prominent computer scientist known for his influential work in database systems and data mining, including contributions to query optimization and scalable data analysis.
-
C.
Nathan Marz
Nathan Marz is a software engineer and entrepreneur best known for creating the Apache Storm distributed real-time computation system and for his work on large-scale data processing.
-
D.
Hector Garcia-Molina
Hector Garcia-Molina was a prominent computer scientist known for his influential work in database systems and distributed computing, and for his leadership in both academia and industry.
-
E.
Michael Stonebraker
Michael Stonebraker is an influential American computer scientist and database pioneer known for creating several landmark database systems and shaping modern data management.
- 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: Tobin Armbrust Triple: [The 5th Wave, producer, Tobin Armbrust]
Generated description
Tobin Armbrust is a film producer known for working on major feature films, including the science fiction thriller "The 5th Wave."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tobin Armbrust Target entity description: Tobin Armbrust is a film producer known for working on major feature films, including the science fiction thriller "The 5th Wave."
-
A.
Martin E. Franklin
Martin E. Franklin is a British-American businessman and entrepreneur best known for building consumer products conglomerates such as Jarden Corporation through aggressive acquisitions and value-focused management.
-
B.
Raghu Ramakrishnan
Raghu Ramakrishnan is a prominent computer scientist known for his influential work in database systems and data mining, including contributions to query optimization and scalable data analysis.
-
C.
Nathan Marz
Nathan Marz is a software engineer and entrepreneur best known for creating the Apache Storm distributed real-time computation system and for his work on large-scale data processing.
-
D.
Hector Garcia-Molina
Hector Garcia-Molina was a prominent computer scientist known for his influential work in database systems and distributed computing, and for his leadership in both academia and industry.
-
E.
Michael Stonebraker
Michael Stonebraker is an influential American computer scientist and database pioneer known for creating several landmark database systems and shaping modern data management.
- 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_69d8e51f32b08190b3687f4f60353250 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e658de4b288190a41bee67f570be1e |
completed | April 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07dbca90b08190a2f1d7434ce10758 |
completed | May 16, 2026, 2:51 a.m. |
| NEDg | Description generation | batch_6a07dc950cd8819084a9184a20a15b85 |
completed | May 16, 2026, 2:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07dd016aa88190890d6272e51c30e2 |
completed | May 16, 2026, 2:57 a.m. |
Created at: April 10, 2026, 1:52 p.m.