Triple
T16401530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Recovery |
E398315
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Script Shepherd
Script Shepherd is a production company or producer associated with the project "Recovery," likely involved in developing or overseeing its creation.
|
E1212294
|
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: Script Shepherd | Statement: [Recovery, producer, Script Shepherd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Script Shepherd Context triple: [Recovery, producer, Script Shepherd]
-
A.
BrainScript
BrainScript is a domain-specific scripting language developed for defining and training neural networks within the Microsoft Cognitive Toolkit (CNTK).
-
B.
Concept Script
Concept Script is Gottlob Frege’s groundbreaking 1879 logical notation system that introduced a formal language for pure thought and laid the foundations of modern predicate logic.
-
C.
Kulitan script
Kulitan script is an indigenous Philippine writing system traditionally used by the Kapampangan people and now revived as a symbol of their cultural identity.
-
D.
Muhaqqaq script
Muhaqqaq script is a majestic, elongated style of Islamic calligraphy historically favored for large Qur’anic manuscripts and monumental inscriptions.
-
E.
Tham script
Tham script is a historic Brahmic writing system used primarily for Northern Thai, Tai Lue, and Khün languages in parts of Thailand, Laos, and Myanmar, especially in religious and traditional texts.
- 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: Script Shepherd Triple: [Recovery, producer, Script Shepherd]
Generated description
Script Shepherd is a production company or producer associated with the project "Recovery," likely involved in developing or overseeing its creation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Script Shepherd Target entity description: Script Shepherd is a production company or producer associated with the project "Recovery," likely involved in developing or overseeing its creation.
-
A.
BrainScript
BrainScript is a domain-specific scripting language developed for defining and training neural networks within the Microsoft Cognitive Toolkit (CNTK).
-
B.
Concept Script
Concept Script is Gottlob Frege’s groundbreaking 1879 logical notation system that introduced a formal language for pure thought and laid the foundations of modern predicate logic.
-
C.
Kulitan script
Kulitan script is an indigenous Philippine writing system traditionally used by the Kapampangan people and now revived as a symbol of their cultural identity.
-
D.
Muhaqqaq script
Muhaqqaq script is a majestic, elongated style of Islamic calligraphy historically favored for large Qur’anic manuscripts and monumental inscriptions.
-
E.
Tham script
Tham script is a historic Brahmic writing system used primarily for Northern Thai, Tai Lue, and Khün languages in parts of Thailand, Laos, and Myanmar, especially in religious and traditional texts.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e327cfb2fc8190bbc2765247c4b4e4 |
completed | April 18, 2026, 6:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c5e7b4881908245228730a65876 |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003e490bf0819093acd954a4cd9b0c |
completed | May 10, 2026, 8:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003f1037408190a5edd4a5258b50c9 |
completed | May 10, 2026, 8:17 a.m. |
Created at: April 10, 2026, 5:09 a.m.