Triple
T16147913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeff Hephner |
E391834
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Shuroo Process
The Shuroo Process is an independent drama film in which Jeff Hephner appears, centered on a self-help guru and the emotional unraveling of her followers.
|
E1196991
|
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: The Shuroo Process | Statement: [Jeff Hephner, notableWork, The Shuroo Process]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Shuroo Process Context triple: [Jeff Hephner, notableWork, The Shuroo Process]
-
A.
The Inevitable
The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
-
B.
Voice of the Unseen
Voice of the Unseen is a phrase denoting a mysterious, often prophetic or hidden source of guidance or knowledge beyond ordinary human perception.
-
C.
Uroboros Project
Uroboros Project is a bioterrorism initiative in the Resident Evil series involving a powerful and highly lethal virus designed to forcibly evolve or eradicate humanity.
-
D.
The Unfolding
"The Unfolding" is a track by the electronic music producer Duality, known for its atmospheric sound design and evolving, immersive composition.
-
E.
Laws of Annihilation
Laws of Annihilation is a crime thriller novel by actor and author Eriq La Salle, featuring intense suspense and morally complex characters.
- 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: The Shuroo Process Triple: [Jeff Hephner, notableWork, The Shuroo Process]
Generated description
The Shuroo Process is an independent drama film in which Jeff Hephner appears, centered on a self-help guru and the emotional unraveling of her followers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Shuroo Process Target entity description: The Shuroo Process is an independent drama film in which Jeff Hephner appears, centered on a self-help guru and the emotional unraveling of her followers.
-
A.
The Inevitable
The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
-
B.
Voice of the Unseen
Voice of the Unseen is a phrase denoting a mysterious, often prophetic or hidden source of guidance or knowledge beyond ordinary human perception.
-
C.
Uroboros Project
Uroboros Project is a bioterrorism initiative in the Resident Evil series involving a powerful and highly lethal virus designed to forcibly evolve or eradicate humanity.
-
D.
The Unfolding
"The Unfolding" is a track by the electronic music producer Duality, known for its atmospheric sound design and evolving, immersive composition.
-
E.
Laws of Annihilation
Laws of Annihilation is a crime thriller novel by actor and author Eriq La Salle, featuring intense suspense and morally complex characters.
- 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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21d9551e081908391061b092ff31b |
completed | April 17, 2026, 11:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7a7dc3481909f933acd72d6feff |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff81bb0008190947eeff64dc8eb88 |
completed | May 10, 2026, 3:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff8905ce48190b99f8cc3504efba2 |
completed | May 10, 2026, 3:16 a.m. |
Created at: April 10, 2026, 5:01 a.m.