Triple

T35471287

Position	Surface form	Disambiguated ID	Type / Status
Subject	In a Hail of Bullets	`E1025213`	entity
Predicate	associatedTVSeriesNetwork	`P119906`	FINISHED
Object	ABC ABC is a major American broadcast television network known for airing a wide range of popular scripted series, reality shows, and news programs.	`E3937`	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: ABC | Statement: [In a Hail of Bullets, associatedTVSeriesNetwork, ABC]

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: ABC
Triple: [In a Hail of Bullets, associatedTVSeriesNetwork, ABC]

Generated description

ABC is a major American broadcast television network known for airing a wide range of popular scripted series, reality shows, and news programs.

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

Target predicate: associatedTVSeriesNetwork
Context triple: [In a Hail of Bullets, associatedTVSeriesNetwork, ABC]

A. appearsInNetworkSeries
Indicates that an entity is featured or has a role in a particular network television series.
B. networkOfSeries
Indicates a relationship where multiple series are interconnected or grouped together as part of the same network or collection.
C. airingNetworkOfSeries chosen
Indicates the television network or channel on which a series is (or was) broadcast.
D. televisionNetworkAssociation
Indicates a relationship where an entity is affiliated with, carried by, or part of a particular television network.
E. televisionNetworkOfOrigin
Indicates the television network on which a program, series, or content was originally broadcast or first aired.
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_69f76dfadba0819083456aadcd6864ea`	completed	May 3, 2026, 3:47 p.m.
NER	Named-entity recognition	`batch_6a037c8d06cc8190ab6a5e18d9d2571e`	completed	May 12, 2026, 7:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a3840381efc8190a1fefc74c15050a5`	completed	June 21, 2026, 7:49 p.m.
NEDg	Description generation	`batch_6a3842e416b881908db482cd2158c027`	completed	June 21, 2026, 8 p.m.
NED2	Entity disambiguation (via description)	`batch_6a384377c2508190ae6a25dc657b84ab`	completed	June 21, 2026, 8:03 p.m.
PD	Predicate disambiguation	`batch_6a037a0324d08190ac5b610cc0f6a38c`	completed	May 12, 2026, 7:05 p.m.

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