Triple

T19753454
Position Surface form Disambiguated ID Type / Status
Subject Republic of Gilead E474442 entity
Predicate usesOrganization P62415 FINISHED
Object Angels
Angels are elite soldiers in Margaret Atwood’s dystopian world of Gilead, serving as the regime’s primary military force and enforcers of its authoritarian rule.
 E1394487 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 | Statement: [Republic of Gilead, usesOrganization, Angels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Angels
Context triple: [Republic of Gilead, usesOrganization, Angels]
  • A. Angels
    "Angels" is a song by David Byrne featured on his self-titled 1994 album, blending art rock and alternative influences with Byrne's distinctive lyrical style.
  • B. Angels
    Angels is a dark, lyrical novel by Denis Johnson that follows two drifters on a violent, hallucinatory journey through the underbelly of America.
  • C. Angels
    "Angels" is a soulful R&B track by Robin Thicke that showcases his smooth vocals and romantic, introspective songwriting.
  • D. Angels
    Angels is a historic gold rush town in Calaveras County, California, best known for its mining heritage and association with Mark Twain’s story “The Celebrated Jumping Frog of Calaveras County.”
  • E. Angels
    Angels are spiritual beings in Islamic belief who faithfully carry out God’s commands, including descending during the Night of Decree mentioned in Surah Al-Qadr.
  • 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
Triple: [Republic of Gilead, usesOrganization, Angels]
Generated description
Angels are elite soldiers in Margaret Atwood’s dystopian world of Gilead, serving as the regime’s primary military force and enforcers of its authoritarian rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Angels
Target entity description: Angels are elite soldiers in Margaret Atwood’s dystopian world of Gilead, serving as the regime’s primary military force and enforcers of its authoritarian rule.
  • A. Angels
    Angels are spiritual beings in Islamic belief who faithfully carry out God’s commands, including descending during the Night of Decree mentioned in Surah Al-Qadr.
  • B. Angels
    Angels is a dark, lyrical novel by Denis Johnson that follows two drifters on a violent, hallucinatory journey through the underbelly of America.
  • C. Angels
    The Angels are a Major League Baseball team based in the Los Angeles metropolitan area, known for competing in the American League and for winning the 2002 World Series.
  • D. Angels
    "Angels" is a song featured on Diddy – Dirty Money's R&B/hip-hop concept album "Last Train to Paris."
  • E. Angels
    Angels is a historic gold rush town in Calaveras County, California, best known for its mining heritage and association with Mark Twain’s story “The Celebrated Jumping Frog of Calaveras County.”
  • 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.