Triple

T35511053

Position	Surface form	Disambiguated ID	Type / Status
Subject	Railroad (Fallout 4)	`E1026285`	entity
Predicate	firstContactQuest	`P207016`	FINISHED
Object	Road to Freedom Road to Freedom is a quest in Fallout 4 that leads the player to discover and join the secretive underground faction known as the Railroad.	`E2144922`	NE FINISHED

How this triple was built (3 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: Road to Freedom | Statement: [Railroad (Fallout 4), firstContactQuest, Road to Freedom]

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: Road to Freedom
Triple: [Railroad (Fallout 4), firstContactQuest, Road to Freedom]

Generated description

Road to Freedom is a quest in Fallout 4 that leads the player to discover and join the secretive underground faction known as the Railroad.

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

Target predicate: firstContactQuest
Context triple: [Railroad (Fallout 4), firstContactQuest, Road to Freedom]

A. firstContactContext
Indicates the circumstances or situation under which two entities first came into contact or interacted.
B. firstContactWithHumans
Indicates that the subject entity is the first to establish contact or interaction with humans.
C. firstSolarEncounter
Indicates the initial interaction or contact an entity has with a solar system, star, or solar environment for the first time.
D. firstRecontactWithEarth
Indicates the event or point in time when contact is re-established with Earth for the first time after a period of no communication.
E. firstContactWithXenomorphs
Indicates that this marks the initial encounter or interaction between the subject and xenomorph entities.
F. None of above. chosen

Provenance (7 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_69f76dfd61208190b93ec6dc439cab41`	completed	May 3, 2026, 3:47 p.m.
NER	Named-entity recognition	`batch_6a037c92f03c8190ae2751270b195423`	completed	May 12, 2026, 7:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a384a3646fc8190bf5ac3c05091b08d`	completed	June 21, 2026, 8:31 p.m.
NEDg	Description generation	`batch_6a384c0fb9bc8190a1b094248e89cb8d`	completed	June 21, 2026, 8:39 p.m.
NED2	Entity disambiguation (via description)	`batch_6a384ce7809081908eefa6199fa5f10a`	completed	June 21, 2026, 8:43 p.m.
PD	Predicate disambiguation	`batch_6a037a04d8348190a4819666eab42c9b`	completed	May 12, 2026, 7:05 p.m.
PDg	Predicate description generation	`batch_6a037c82179081908325a59b8539b3a8`	completed	May 12, 2026, 7:16 p.m.

Created at: May 3, 2026, 4:04 p.m.