Triple
T12685634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warm Bodies |
E303058
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object |
Leven Rambin
Leven Rambin is an American actress known for her roles in films like "The Hunger Games" and "Percy Jackson: Sea of Monsters" as well as television series such as "Grey's Anatomy" and "Terminator: The Sarah Connor Chronicles."
|
E998907
|
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: Leven Rambin | Statement: [Warm Bodies, castMember, Leven Rambin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leven Rambin Context triple: [Warm Bodies, castMember, Leven Rambin]
-
A.
René Djam Afame
René Djam Afame was a Cameroonian writer and poet best known for authoring the lyrics of Cameroon’s national anthem.
-
B.
Manya Krobo
Manya Krobo is a traditional area in southeastern Ghana inhabited predominantly by the Dangme-speaking Krobo people, known for their rich cultural heritage and festivals.
-
C.
Jinta Yadomi
Jinta Yadomi is the reclusive, guilt-ridden teenage protagonist of the anime series "Anohana: The Flower We Saw That Day," who struggles to reconnect with his childhood friends after a tragic loss.
-
D.
Mialisa Bonta
Mialisa Bonta is an American politician and attorney who serves in the California State Assembly, representing parts of the East Bay.
-
E.
Roro Chu
Roro Chu is a river flowing in the region of Gangtok in the Indian state of Sikkim.
- 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: Leven Rambin Triple: [Warm Bodies, castMember, Leven Rambin]
Generated description
Leven Rambin is an American actress known for her roles in films like "The Hunger Games" and "Percy Jackson: Sea of Monsters" as well as television series such as "Grey's Anatomy" and "Terminator: The Sarah Connor Chronicles."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leven Rambin Target entity description: Leven Rambin is an American actress known for her roles in films like "The Hunger Games" and "Percy Jackson: Sea of Monsters" as well as television series such as "Grey's Anatomy" and "Terminator: The Sarah Connor Chronicles."
-
A.
René Djam Afame
René Djam Afame was a Cameroonian writer and poet best known for authoring the lyrics of Cameroon’s national anthem.
-
B.
Manya Krobo
Manya Krobo is a traditional area in southeastern Ghana inhabited predominantly by the Dangme-speaking Krobo people, known for their rich cultural heritage and festivals.
-
C.
Jinta Yadomi
Jinta Yadomi is the reclusive, guilt-ridden teenage protagonist of the anime series "Anohana: The Flower We Saw That Day," who struggles to reconnect with his childhood friends after a tragic loss.
-
D.
Mialisa Bonta
Mialisa Bonta is an American politician and attorney who serves in the California State Assembly, representing parts of the East Bay.
-
E.
Roro Chu
Roro Chu is a river flowing in the region of Gangtok in the Indian state of Sikkim.
- 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_69d7bdee64a08190801c6d470aefd723 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961d7cd4c81909521839ef5859799 |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671a8f068819086e2191439607f76 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f6749c2ddc8190945270e6e5b210dd |
completed | May 2, 2026, 10:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f675c42fec8190b60751c0db88f3b6 |
completed | May 2, 2026, 10:08 p.m. |
Created at: April 9, 2026, 5:21 p.m.