Triple

T14961778

Position	Surface form	Disambiguated ID	Type / Status
Subject	United Nations Space Command	`E373079`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	UNSC Engineering Corps The UNSC Engineering Corps is a specialized military engineering branch of the United Nations Space Command responsible for construction, fortification, logistics infrastructure, and technical support across human-controlled space in the Halo universe.	`E1134553`	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: UNSC Engineering Corps | Statement: [United Nations Space Command, hasBranch, UNSC Engineering Corps]

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

Target entity: UNSC Engineering Corps
Context triple: [United Nations Space Command, hasBranch, UNSC Engineering Corps]

A. UNSC Army
The UNSC Army is the primary ground-based military force of the United Nations Space Command in the Halo universe, responsible for planetary defense, large-scale land warfare, and occupation operations.
B. UNSC Medical Corps
The UNSC Medical Corps is the healthcare and medical support branch of the United Nations Space Command in the Halo universe, responsible for treating personnel and managing medical operations in both combat and non-combat situations.
C. UNSC Marine Corps
The UNSC Marine Corps is a prominent fictional military branch in the Halo universe, serving as the primary ground combat force of the United Nations Space Command in its wars against alien and human threats.
D. UNSC Air Force
The UNSC Air Force is the aerospace warfare and defense branch of the United Nations Space Command in the Halo universe, responsible for atmospheric and orbital air operations.
E. UNSC Navy
The UNSC Navy is the primary spacefaring military arm of the United Nations Space Command in the Halo universe, responsible for commanding starships, fleets, and orbital defenses in interstellar warfare.
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: UNSC Engineering Corps
Triple: [United Nations Space Command, hasBranch, UNSC Engineering Corps]

Generated description

The UNSC Engineering Corps is a specialized military engineering branch of the United Nations Space Command responsible for construction, fortification, logistics infrastructure, and technical support across human-controlled space in the Halo universe.

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

Target entity: UNSC Engineering Corps
Target entity description: The UNSC Engineering Corps is a specialized military engineering branch of the United Nations Space Command responsible for construction, fortification, logistics infrastructure, and technical support across human-controlled space in the Halo universe.

A. UNSC Army
The UNSC Army is the primary ground-based military force of the United Nations Space Command in the Halo universe, responsible for planetary defense, large-scale land warfare, and occupation operations.
B. UNSC Medical Corps
The UNSC Medical Corps is the healthcare and medical support branch of the United Nations Space Command in the Halo universe, responsible for treating personnel and managing medical operations in both combat and non-combat situations.
C. UNSC Marine Corps
The UNSC Marine Corps is a prominent fictional military branch in the Halo universe, serving as the primary ground combat force of the United Nations Space Command in its wars against alien and human threats.
D. UNSC Air Force
The UNSC Air Force is the aerospace warfare and defense branch of the United Nations Space Command in the Halo universe, responsible for atmospheric and orbital air operations.
E. UNSC Navy
The UNSC Navy is the primary spacefaring military arm of the United Nations Space Command in the Halo universe, responsible for commanding starships, fleets, and orbital defenses in interstellar warfare.
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_69d85cca979481908747d2a81eba1cea`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69ded6cece6881908cd8c8fe41583bee`	completed	April 15, 2026, 12:07 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fea5a8b3708190be7c35a05fd08a52`	completed	May 9, 2026, 3:10 a.m.
NEDg	Description generation	`batch_69fea694090c8190a449725dcdd3a37b`	completed	May 9, 2026, 3:14 a.m.
NED2	Entity disambiguation (via description)	`batch_69fea76e2ff8819099acea30c49bd5ed`	completed	May 9, 2026, 3:18 a.m.

Created at: April 10, 2026, 2:40 a.m.