Triple

T19582497
Position Surface form Disambiguated ID Type / Status
Subject Arizona Donnie Clark E490029 entity
Predicate notableEvent P259 FINISHED
Object FBI shootout at Ocklawaha, Florida, 1935
The FBI shootout at Ocklawaha, Florida, in 1935 was the deadly confrontation in which notorious Depression-era criminal Ma Barker (Arizona Donnie Clark) was killed by federal agents after an hours-long gun battle at a lakeside hideout.
E1385692 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: FBI shootout at Ocklawaha, Florida, 1935 | Statement: [Arizona Donnie Clark, notableEvent, FBI shootout at Ocklawaha, Florida, 1935]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FBI shootout at Ocklawaha, Florida, 1935
Context triple: [Arizona Donnie Clark, notableEvent, FBI shootout at Ocklawaha, Florida, 1935]
  • A. Sam Bass shootout of 1878
    The Sam Bass shootout of 1878 was a deadly gun battle involving outlaw Sam Bass and lawmen that marked the violent end of Bass’s criminal career.
  • B. North Hollywood shootout
    The North Hollywood shootout was a 1997 armed confrontation in Los Angeles in which two heavily armed bank robbers engaged in a prolonged gun battle with police, prompting major changes in law enforcement weaponry and tactics.
  • C. gunfight at Springfield, Missouri (1865)
    The gunfight at Springfield, Missouri (1865) was a famous Old West shootout involving Wild Bill Hickok that became one of the earliest and most legendary examples of the classic face-to-face pistol duel.
  • D. Watertown, Massachusetts shootout
    The Watertown, Massachusetts shootout was the intense armed confrontation in April 2013 between law enforcement and the Boston Marathon bombing suspects that led to one suspect’s death and the manhunt’s dramatic conclusion.
  • E. shootout at Blazer’s Mill
    Shootout at Blazer’s Mill was a famous 1878 gun battle during the Lincoln County War in New Mexico, involving Billy the Kid and his Regulators in a violent clash with members of the opposing faction.
  • 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: FBI shootout at Ocklawaha, Florida, 1935
Triple: [Arizona Donnie Clark, notableEvent, FBI shootout at Ocklawaha, Florida, 1935]
Generated description
The FBI shootout at Ocklawaha, Florida, in 1935 was the deadly confrontation in which notorious Depression-era criminal Ma Barker (Arizona Donnie Clark) was killed by federal agents after an hours-long gun battle at a lakeside hideout.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FBI shootout at Ocklawaha, Florida, 1935
Target entity description: The FBI shootout at Ocklawaha, Florida, in 1935 was the deadly confrontation in which notorious Depression-era criminal Ma Barker (Arizona Donnie Clark) was killed by federal agents after an hours-long gun battle at a lakeside hideout.
  • A. Sam Bass shootout of 1878
    The Sam Bass shootout of 1878 was a deadly gun battle involving outlaw Sam Bass and lawmen that marked the violent end of Bass’s criminal career.
  • B. North Hollywood shootout
    The North Hollywood shootout was a 1997 armed confrontation in Los Angeles in which two heavily armed bank robbers engaged in a prolonged gun battle with police, prompting major changes in law enforcement weaponry and tactics.
  • C. gunfight at Springfield, Missouri (1865)
    The gunfight at Springfield, Missouri (1865) was a famous Old West shootout involving Wild Bill Hickok that became one of the earliest and most legendary examples of the classic face-to-face pistol duel.
  • D. Watertown, Massachusetts shootout
    The Watertown, Massachusetts shootout was the intense armed confrontation in April 2013 between law enforcement and the Boston Marathon bombing suspects that led to one suspect’s death and the manhunt’s dramatic conclusion.
  • E. shootout at Blazer’s Mill
    Shootout at Blazer’s Mill was a famous 1878 gun battle during the Lincoln County War in New Mexico, involving Billy the Kid and his Regulators in a violent clash with members of the opposing faction.
  • 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_69d8e8dd9374819098e36349b3211663 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6404e18f88190b7fec59499dd25e8 completed April 20, 2026, 3:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a075f0f48b88190874f8cada3ed053d completed May 15, 2026, 5:59 p.m.
NEDg Description generation batch_6a07601bb12c81909faab959182b1863 completed May 15, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_6a07613541688190821fd97e069691a5 completed May 15, 2026, 6:08 p.m.
Created at: April 10, 2026, 1:42 p.m.