Triple

T11079570

Position	Surface form	Disambiguated ID	Type / Status
Subject	310th Space Wing	`E261952`	entity
Predicate	hasComponentUnit	`P11709`	FINISHED
Object	310th Civil Engineer Flight The 310th Civil Engineer Flight is a specialized Air Force Reserve unit that provides engineering, construction, and infrastructure support to the space-focused 310th Space Wing.	`E912765`	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: 310th Civil Engineer Flight | Statement: [310th Space Wing, hasComponentUnit, 310th Civil Engineer Flight]

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

Target entity: 310th Civil Engineer Flight
Context triple: [310th Space Wing, hasComponentUnit, 310th Civil Engineer Flight]

A. 316th Civil Engineer Squadron
The 316th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency services support to the 316th Wing.
B. 310th Communications Flight
The 310th Communications Flight is a unit within the U.S. Space Force’s 310th Space Wing that provides communications and information technology support for the wing’s space operations.
C. 37th Civil Engineer Squadron
The 37th Civil Engineer Squadron is a U.S. Air Force unit responsible for planning, constructing, maintaining, and protecting infrastructure and facilities in support of missions at Joint Base San Antonio–Lackland.
D. 611th Civil Engineer Squadron
The 611th Civil Engineer Squadron is a U.S. Air Force unit that provides engineering, infrastructure, and emergency management support, particularly for installations and operations under the Eleventh Air Force in Alaska and the Arctic region.
E. 36th Civil Engineer Squadron
The 36th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency services support to its host wing and installation.
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: 310th Civil Engineer Flight
Triple: [310th Space Wing, hasComponentUnit, 310th Civil Engineer Flight]

Generated description

The 310th Civil Engineer Flight is a specialized Air Force Reserve unit that provides engineering, construction, and infrastructure support to the space-focused 310th Space Wing.

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

Target entity: 310th Civil Engineer Flight
Target entity description: The 310th Civil Engineer Flight is a specialized Air Force Reserve unit that provides engineering, construction, and infrastructure support to the space-focused 310th Space Wing.

A. 316th Civil Engineer Squadron
The 316th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency services support to the 316th Wing.
B. 310th Communications Flight
The 310th Communications Flight is a unit within the U.S. Space Force’s 310th Space Wing that provides communications and information technology support for the wing’s space operations.
C. 37th Civil Engineer Squadron
The 37th Civil Engineer Squadron is a U.S. Air Force unit responsible for planning, constructing, maintaining, and protecting infrastructure and facilities in support of missions at Joint Base San Antonio–Lackland.
D. 611th Civil Engineer Squadron
The 611th Civil Engineer Squadron is a U.S. Air Force unit that provides engineering, infrastructure, and emergency management support, particularly for installations and operations under the Eleventh Air Force in Alaska and the Arctic region.
E. 36th Civil Engineer Squadron
The 36th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency services support to its host wing and installation.
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_69d6aa9983c08190b0ef61603b69feac`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d7999603948190934bca3a9151d726`	completed	April 9, 2026, 12:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e4acd76d20819089ed2ea2c22bc65d`	completed	April 19, 2026, 10:22 a.m.
NEDg	Description generation	`batch_69e4b1ee74748190a33449ce1b92813e`	completed	April 19, 2026, 10:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69e4b3d23b18819096f3a11aecc732bd`	completed	April 19, 2026, 10:52 a.m.

Created at: April 8, 2026, 9:27 p.m.