Triple

T8491831
Position Surface form Disambiguated ID Type / Status
Subject Hober Mallow E200989 entity
Predicate conflictWith P4897 FINISHED
Object The Four Kingdoms
The Four Kingdoms are a group of neighboring barbarian realms on the periphery of the Galactic Empire in Isaac Asimov’s Foundation series, serving as early antagonists and a testing ground for the Foundation’s political and economic strategies.
 E735904 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 Four Kingdoms | Statement: [Hober Mallow, conflictWith, The Four Kingdoms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Four Kingdoms
Context triple: [Hober Mallow, conflictWith, The Four Kingdoms]
  • A. Realm of the Four Parts
    Realm of the Four Parts is the English translation of the Quechua name "Tawantinsuyu," referring to the vast, four-region domain of the Inca Empire in pre-Columbian South America.
  • B. King of the Four Corners of the World
    King of the Four Corners of the World is an ancient Near Eastern royal epithet signifying universal sovereignty over all lands, famously adopted by powerful rulers such as Cyrus the Great.
  • C. The Kingdom of Gods
    The Kingdom of Gods is a fantasy novel by N. K. Jemisin that continues her Inheritance Trilogy, exploring divine politics, mortal relationships, and the consequences of godhood through the perspective of the trickster god Sieh.
  • D. King of the Lands
    King of the Lands is an ancient Mesopotamian royal title signifying supreme sovereignty over multiple territories or kingdoms.
  • E. The Golden Kingdom
    The Golden Kingdom is a themed area within the Six Flags Great Adventure amusement park, featuring attractions and environments inspired by exotic, jungle-like settings.
  • 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 Four Kingdoms
Triple: [Hober Mallow, conflictWith, The Four Kingdoms]
Generated description
The Four Kingdoms are a group of neighboring barbarian realms on the periphery of the Galactic Empire in Isaac Asimov’s Foundation series, serving as early antagonists and a testing ground for the Foundation’s political and economic strategies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Four Kingdoms
Target entity description: The Four Kingdoms are a group of neighboring barbarian realms on the periphery of the Galactic Empire in Isaac Asimov’s Foundation series, serving as early antagonists and a testing ground for the Foundation’s political and economic strategies.
  • A. Realm of the Four Parts
    Realm of the Four Parts is the English translation of the Quechua name "Tawantinsuyu," referring to the vast, four-region domain of the Inca Empire in pre-Columbian South America.
  • B. King of the Four Corners of the World
    King of the Four Corners of the World is an ancient Near Eastern royal epithet signifying universal sovereignty over all lands, famously adopted by powerful rulers such as Cyrus the Great.
  • C. The Kingdom of Gods
    The Kingdom of Gods is a fantasy novel by N. K. Jemisin that continues her Inheritance Trilogy, exploring divine politics, mortal relationships, and the consequences of godhood through the perspective of the trickster god Sieh.
  • D. King of the Lands
    King of the Lands is an ancient Mesopotamian royal title signifying supreme sovereignty over multiple territories or kingdoms.
  • E. The Golden Kingdom
    The Golden Kingdom is a themed area within the Six Flags Great Adventure amusement park, featuring attractions and environments inspired by exotic, jungle-like settings.
  • 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe55cf5dc81908cad31ac53e15b46 completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a54c3888190b11b7e9909abe518 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3b2015748190abc70b25c36aa819 completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c1042e48190a0f340e771cdd00a completed April 2, 2026, 9:51 a.m.
Created at: March 30, 2026, 6:13 p.m.