Triple

T16525014
Position Surface form Disambiguated ID Type / Status
Subject Killing Floor E401411 entity
Predicate settingLocation P40 FINISHED
Object Margrave, Georgia
Margrave, Georgia is a small fictional town in rural Georgia that serves as the primary setting of Lee Child’s thriller novel "Killing Floor," featuring Jack Reacher.
E1217989 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: Margrave, Georgia | Statement: [Killing Floor, settingLocation, Margrave, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margrave, Georgia
Context triple: [Killing Floor, settingLocation, Margrave, Georgia]
  • A. Morrow, Georgia
    Morrow, Georgia is a small suburban city in the Atlanta metropolitan area known for housing Clayton State University and various retail and commercial centers.
  • B. Marble Hill, Georgia
    Marble Hill, Georgia is a small unincorporated community located in rural north-central Georgia within Pickens County.
  • C. Tignall, Georgia
    Tignall, Georgia is a small rural town in northeastern Georgia known for its agricultural surroundings and close-knit community within Wilkes County.
  • D. Griffin, Georgia
    Griffin, Georgia is a small city in Spalding County known as part of the Atlanta metropolitan area and for its historic downtown and role as a regional commercial center.
  • E. Metcalfe, Georgia
    Metcalfe, Georgia is a small unincorporated rural community located in Thomas County in the southern part of the state.
  • 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: Margrave, Georgia
Triple: [Killing Floor, settingLocation, Margrave, Georgia]
Generated description
Margrave, Georgia is a small fictional town in rural Georgia that serves as the primary setting of Lee Child’s thriller novel "Killing Floor," featuring Jack Reacher.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margrave, Georgia
Target entity description: Margrave, Georgia is a small fictional town in rural Georgia that serves as the primary setting of Lee Child’s thriller novel "Killing Floor," featuring Jack Reacher.
  • A. Morrow, Georgia
    Morrow, Georgia is a small suburban city in the Atlanta metropolitan area known for housing Clayton State University and various retail and commercial centers.
  • B. Marble Hill, Georgia
    Marble Hill, Georgia is a small unincorporated community located in rural north-central Georgia within Pickens County.
  • C. Tignall, Georgia
    Tignall, Georgia is a small rural town in northeastern Georgia known for its agricultural surroundings and close-knit community within Wilkes County.
  • D. Griffin, Georgia
    Griffin, Georgia is a small city in Spalding County known as part of the Atlanta metropolitan area and for its historic downtown and role as a regional commercial center.
  • E. Metcalfe, Georgia
    Metcalfe, Georgia is a small unincorporated rural community located in Thomas County in the southern part of the state.
  • 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_69d883838abc8190bc79cb2d41733ce2 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32ed323c081908218460aa4ae3cf6 completed April 18, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00608d36dc8190a094fa4513147c85 completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a0061a6e1e88190a5efe0430db0bd9b completed May 10, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_6a00627908988190803707069872e4c5 completed May 10, 2026, 10:48 a.m.
Created at: April 10, 2026, 5:14 a.m.