Triple

T9342260

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dr. Liet-Kynes	`E224790`	entity
Predicate	affiliation	`P10`	FINISHED
Object	Imperial Planetological Service The Imperial Planetological Service is a scientific and administrative organization in the Dune universe responsible for studying and managing planetary ecologies across the Imperium.	`E792778`	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: Imperial Planetological Service | Statement: [Dr. Liet-Kynes, affiliation, Imperial Planetological Service]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Imperial Planetological Service
Context triple: [Dr. Liet-Kynes, affiliation, Imperial Planetological Service]

A. United Nations Space Command
The United Nations Space Command is the primary military, exploratory, and scientific agency of humanity’s unified government in the Halo science fiction universe, overseeing space warfare, colonization, and defense against alien threats.
B. Imperial government of Trantor
The Imperial government of Trantor is the centralized ruling authority of the vast Galactic Empire in Isaac Asimov’s Foundation universe, headquartered on the city-planet Trantor.
C. Federation Science Council
The Federation Science Council is the primary scientific advisory and oversight body of the United Federation of Planets, responsible for guiding interstellar research policy and ethics.
D. Galactic Foundation
Galactic Foundation is a powerful scientific and political organization in Isaac Asimov's science fiction universe, established to preserve knowledge and guide the future of a collapsing galactic empire.
E. Galactic Hyperspace Planning Council
The Galactic Hyperspace Planning Council is a bureaucratic interstellar authority in "The Hitchhiker’s Guide to the Galaxy" responsible for large-scale space infrastructure projects, such as demolishing planets to build hyperspace bypasses.
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: Imperial Planetological Service
Triple: [Dr. Liet-Kynes, affiliation, Imperial Planetological Service]

Generated description

The Imperial Planetological Service is a scientific and administrative organization in the Dune universe responsible for studying and managing planetary ecologies across the Imperium.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Imperial Planetological Service
Target entity description: The Imperial Planetological Service is a scientific and administrative organization in the Dune universe responsible for studying and managing planetary ecologies across the Imperium.

A. United Nations Space Command
The United Nations Space Command is the primary military, exploratory, and scientific agency of humanity’s unified government in the Halo science fiction universe, overseeing space warfare, colonization, and defense against alien threats.
B. Imperial government of Trantor
The Imperial government of Trantor is the centralized ruling authority of the vast Galactic Empire in Isaac Asimov’s Foundation universe, headquartered on the city-planet Trantor.
C. Federation Science Council
The Federation Science Council is the primary scientific advisory and oversight body of the United Federation of Planets, responsible for guiding interstellar research policy and ethics.
D. Galactic Foundation
Galactic Foundation is a powerful scientific and political organization in Isaac Asimov's science fiction universe, established to preserve knowledge and guide the future of a collapsing galactic empire.
E. Galactic Hyperspace Planning Council
The Galactic Hyperspace Planning Council is a bureaucratic interstellar authority in "The Hitchhiker’s Guide to the Galaxy" responsible for large-scale space infrastructure projects, such as demolishing planets to build hyperspace bypasses.
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_69ca842993248190a79ab06968994b86`	completed	March 30, 2026, 2:09 p.m.
NER	Named-entity recognition	`batch_69cd4bb11cd08190b159a6066dd0ebf1`	completed	April 1, 2026, 4:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d0e4043e288190b05511d537b1614d`	completed	April 4, 2026, 10:12 a.m.
NEDg	Description generation	`batch_69d0e573af788190be4baaa3afb87ca2`	completed	April 4, 2026, 10:18 a.m.
NED2	Entity disambiguation (via description)	`batch_69d0e607944c81909a421828595cd793`	completed	April 4, 2026, 10:20 a.m.

Created at: March 30, 2026, 7:40 p.m.