Triple

T28897816
Position Surface form Disambiguated ID Type / Status
Subject Earl E732874 entity
Predicate laterPublisherAssociatedWith P58728 FINISHED
Object HumaNature Studios
HumaNature Studios is an independent video game development studio best known for creating the quirky life-sim adventure game "ToeJam & Earl: Back in the Groove."
 E1838580 NE FINISHED

How this triple was built (3 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: HumaNature Studios | Statement: [Earl, laterPublisherAssociatedWith, HumaNature Studios]
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: HumaNature Studios
Triple: [Earl, laterPublisherAssociatedWith, HumaNature Studios]
Generated description
HumaNature Studios is an independent video game development studio best known for creating the quirky life-sim adventure game "ToeJam & Earl: Back in the Groove."
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: laterPublisherAssociatedWith
Context triple: [Earl, laterPublisherAssociatedWith, HumaNature Studios]
  • A. publisherAssociatedWith
    Indicates a relationship where a publisher is connected or linked to another entity, such as by publishing, distributing, or otherwise being involved with its content or materials.
  • B. laterPrimaryPublisher chosen
    Indicates that one entity served as a subsequent or later primary publisher of another entity, following an earlier primary publisher.
  • C. formerPublisher
    Indicates that one entity previously served as the publisher of another entity but no longer holds that role.
  • D. laterEditionPublisherOfWork
    Indicates that a publisher is responsible for issuing a later edition of a previously existing work.
  • E. hasPublisher
    Indicates that an entity is published or issued by a specific publisher.
  • F. None of above.

Provenance (6 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_69f05b08c2008190ac426a035a2ed66d completed April 28, 2026, 7 a.m.
NER Named-entity recognition batch_69fdec5ffe088190ac5505f26c6cff18 completed May 8, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a24d40bf05081909afc75f45bc80cdb completed June 7, 2026, 2:14 a.m.
NEDg Description generation batch_6a24d946e1348190bdb9ff9bc1a47dcf completed June 7, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_6a24dae406d08190a228c24eaa9712da completed June 7, 2026, 2:43 a.m.
PD Predicate disambiguation batch_69fdeae15f1c81908fc63fbc1b028d2e completed May 8, 2026, 1:53 p.m.
Created at: April 28, 2026, 8 a.m.