Triple

T19753679
Position Surface form Disambiguated ID Type / Status
Subject Cambridge, Massachusetts (fictionalized as part of Gilead) E474447 entity
Predicate hasSecurityForce P14275 FINISHED
Object Angels (soldiers)
Angels are elite soldiers in Margaret Atwood’s The Handmaid’s Tale, serving as the militarized enforcers of the theocratic regime of Gilead.
E1394501 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: Angels (soldiers) | Statement: [Cambridge, Massachusetts (fictionalized as part of Gilead), hasSecurityForce, Angels (soldiers)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Angels (soldiers)
Context triple: [Cambridge, Massachusetts (fictionalized as part of Gilead), hasSecurityForce, Angels (soldiers)]
  • A. Soldiers
    "Soldiers" is a track by the French electronic music duo The Visitors, known for its synth-driven sound and atmospheric style.
  • B. Janissaries
    The Janissaries were an elite infantry corps of the Ottoman Empire, originally composed of enslaved Christian youths, that became one of the most powerful military and political institutions in the empire.
  • C. Spahis
    Spahis were light cavalry units of the French colonial army in North Africa, originally recruited from indigenous populations and known for their distinctive uniforms and role in both colonial campaigns and major 20th-century wars.
  • D. Lancers
    The Lancers are the athletic teams representing Pasadena City College in intercollegiate sports.
  • E. Lancers
    Lancers is the mascot representing the athletic teams and school spirit of Lake Park High School District 108.
  • 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: Angels (soldiers)
Triple: [Cambridge, Massachusetts (fictionalized as part of Gilead), hasSecurityForce, Angels (soldiers)]
Generated description
Angels are elite soldiers in Margaret Atwood’s The Handmaid’s Tale, serving as the militarized enforcers of the theocratic regime of Gilead.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Angels (soldiers)
Target entity description: Angels are elite soldiers in Margaret Atwood’s The Handmaid’s Tale, serving as the militarized enforcers of the theocratic regime of Gilead.
  • A. Soldiers
    "Soldiers" is a track by the French electronic music duo The Visitors, known for its synth-driven sound and atmospheric style.
  • B. Janissaries
    The Janissaries were an elite infantry corps of the Ottoman Empire, originally composed of enslaved Christian youths, that became one of the most powerful military and political institutions in the empire.
  • C. Spahis
    Spahis were light cavalry units of the French colonial army in North Africa, originally recruited from indigenous populations and known for their distinctive uniforms and role in both colonial campaigns and major 20th-century wars.
  • D. Lancers
    Lancers is the mascot representing the athletic teams and school spirit of Lake Park High School District 108.
  • E. Lancers
    The Lancers are the athletic teams representing Longwood University in collegiate sports competitions.
  • 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6529cae048190b4f8e6ba409bcf8e completed April 20, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd64ff708190bf23345b53ad6d0d completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07bf15a6908190b28415ca89f1b43a completed May 16, 2026, 12:49 a.m.
NED2 Entity disambiguation (via description) batch_6a07bfb095b08190a23710cf78a2b923 completed May 16, 2026, 12:52 a.m.
Created at: April 10, 2026, 1:48 p.m.