Triple

T12500900

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marble Hill, Georgia	`E298816`	entity
Predicate	featureIDSystem	`P22140`	FINISHED
Object	GNIS GNIS (Geographic Names Information System) is the official U.S. federal database that standardizes and catalogs geographic feature names across the United States.	`E987298`	NE FINISHED

How this triple was built (5 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: GNIS | Statement: [Marble Hill, Georgia, featureIDSystem, GNIS]

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

Target entity: GNIS
Context triple: [Marble Hill, Georgia, featureIDSystem, GNIS]

A. USGS Triple Divide Peak
USGS Triple Divide Peak is a United States Geological Survey topographic map named for Triple Divide Peak, a notable summit where multiple major watershed boundaries converge.
B. USGS Skanee
USGS Skanee is a United States Geological Survey topographic map that covers the area around Mount Arvon and the nearby Skanee region in Michigan’s Upper Peninsula.
C. USGS Mount Olympus
USGS Mount Olympus is a United States Geological Survey topographic map that details the terrain and geographic features of the Mount Olympus area.
D. USGS Duffer Peak
USGS Duffer Peak is a United States Geological Survey topographic map that details the terrain and geographic features surrounding Duffer Peak.
E. USGS Mount Drum
USGS Mount Drum is a United States Geological Survey topographic map that details the terrain and geographic features of the Mount Drum area in Alaska.
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: GNIS
Triple: [Marble Hill, Georgia, featureIDSystem, GNIS]

Generated description

GNIS (Geographic Names Information System) is the official U.S. federal database that standardizes and catalogs geographic feature names across the United States.

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

Target entity: GNIS
Target entity description: GNIS (Geographic Names Information System) is the official U.S. federal database that standardizes and catalogs geographic feature names across the United States.

A. USGS Triple Divide Peak
USGS Triple Divide Peak is a United States Geological Survey topographic map named for Triple Divide Peak, a notable summit where multiple major watershed boundaries converge.
B. USGS Skanee
USGS Skanee is a United States Geological Survey topographic map that covers the area around Mount Arvon and the nearby Skanee region in Michigan’s Upper Peninsula.
C. USGS Mount Olympus
USGS Mount Olympus is a United States Geological Survey topographic map that details the terrain and geographic features of the Mount Olympus area.
D. USGS Duffer Peak
USGS Duffer Peak is a United States Geological Survey topographic map that details the terrain and geographic features surrounding Duffer Peak.
E. USGS Mount Drum
USGS Mount Drum is a United States Geological Survey topographic map that details the terrain and geographic features of the Mount Drum area in Alaska.
F. None of above. chosen

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: featureIDSystem
Context triple: [Marble Hill, Georgia, featureIDSystem, GNIS]

A. featuresElementSystem
Indicates that a system includes or incorporates a particular element as one of its constituent parts or components.
B. hasFeatureID chosen
Indicates that an entity is associated with a specific feature identified by a unique ID.
C. isFeatureOf
Indicates that something functions as a characteristic, attribute, or component belonging to or describing another entity.
D. facadeFeature
Indicates that one element functions as a distinct architectural or design feature on the façade of another structure.
E. featureSet
Indicates that one entity is a collection or configuration of features associated with or applied to another entity.
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_69d6ada4cd388190ae3bbf83ff87057a`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94e8a706c8190873623eab7db607d`	completed	April 10, 2026, 7:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f64bb38e048190bbc96244b71953b6`	completed	May 2, 2026, 7:08 p.m.
NEDg	Description generation	`batch_69f64ce0ca288190bbbcb5459f914c19`	completed	May 2, 2026, 7:13 p.m.
NED2	Entity disambiguation (via description)	`batch_69f64df6488481909dea8387e7000d15`	completed	May 2, 2026, 7:18 p.m.
PD	Predicate disambiguation	`batch_69d94d41f3cc8190a3331fb9a895306f`	completed	April 10, 2026, 7:19 p.m.

Created at: April 8, 2026, 9:57 p.m.