Triple

T1042028

Position	Surface form	Disambiguated ID	Type / Status
Subject	Falling Skies	`E22488`	entity
Predicate	hasPilotEpisode	`P6968`	FINISHED
Object	Live and Learn "Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.	`E120490`	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: Live and Learn | Statement: [Falling Skies, hasPilotEpisode, Live and Learn]

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

Target entity: Live and Learn
Context triple: [Falling Skies, hasPilotEpisode, Live and Learn]

A. This Life
"This Life" is a rock-influenced theme song best known for opening the television series *Sons of Anarchy*, capturing its outlaw biker tone and atmosphere.
B. I Learned from the Best
"I Learned from the Best" is a soulful R&B ballad by Whitney Houston, released as a single from her album "My Love Is Your Love."
C. Living for the City
"Living for the City" is a socially conscious 1973 soul song by Stevie Wonder that powerfully depicts systemic racism and urban struggle through vivid storytelling and innovative production.
D. The Life
"The Life" is a song by Alicia Keys from her debut studio album "Songs in A Minor."
E. Live It Up
"Live It Up" is a song by John Legend from his debut studio album "Get Lifted."
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: Live and Learn
Triple: [Falling Skies, hasPilotEpisode, Live and Learn]

Generated description

"Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.

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

Target entity: Live and Learn
Target entity description: "Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.

A. This Life
"This Life" is a rock-influenced theme song best known for opening the television series *Sons of Anarchy*, capturing its outlaw biker tone and atmosphere.
B. I Learned from the Best
"I Learned from the Best" is a soulful R&B ballad by Whitney Houston, released as a single from her album "My Love Is Your Love."
C. Living for the City
"Living for the City" is a socially conscious 1973 soul song by Stevie Wonder that powerfully depicts systemic racism and urban struggle through vivid storytelling and innovative production.
D. The Life
"The Life" is a song by Alicia Keys from her debut studio album "Songs in A Minor."
E. Live It Up
"Live It Up" is a song by John Legend from his debut studio album "Get Lifted."
F. None of above. chosen

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

Target predicate: hasPilotEpisode
Context triple: [Falling Skies, hasPilotEpisode, Live and Learn]

A. hasEpisode chosen
Indicates that something, typically a series or program, includes a specific episode as one of its constituent parts.
B. hasEP
Indicates that an entity possesses, is associated with, or is characterized by a specific EP (e.g., an endpoint, event point, or designated EP resource) in the given context.
C. hasEpisodeStructure
Indicates that one entity defines or possesses the episodic organization, sequencing, or structural pattern of another (such as a series, season, or narrative work).
D. includesSpecialEpisodes
Indicates that the subject collection or series contains one or more special, non-regular episodes.
E. numberOfEpisodes
Indicates the total count of episodes associated with a given entity, such as a series or season.
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_69a493d91478819094cc01fb65564bc1`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b845fa8c8190a7b69629883b62e2`	completed	March 1, 2026, 10:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac3bc768948190b1cda4eea93fe4b6`	completed	March 7, 2026, 2:52 p.m.
NEDg	Description generation	`batch_69ac3c41ab70819090084c508dbfd295`	completed	March 7, 2026, 2:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac3cbd43848190854add440753fdad`	completed	March 7, 2026, 2:57 p.m.
PD	Predicate disambiguation	`batch_69a4b72ba60881908b017ef3b2b9645e`	completed	March 1, 2026, 10:01 p.m.

Created at: March 1, 2026, 7:42 p.m.