Triple

T19753452
Position Surface form Disambiguated ID Type / Status
Subject Republic of Gilead E474442 entity
Predicate usesOrganization P62415 FINISHED
Object The Eyes
The Eyes are the secret police and intelligence agency of the theocratic regime in Margaret Atwood’s "The Handmaid’s Tale," tasked with surveillance, enforcement, and suppression of dissent.
 E1394486 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: The Eyes | Statement: [Republic of Gilead, usesOrganization, The Eyes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Eyes
Context triple: [Republic of Gilead, usesOrganization, The Eyes]
  • A. This Eye
    "This Eye" is a song by the American rock band The Flaming Lips from their 1992 album "Hit to Death in the Future Head."
  • B. Behind the Eyes
    Behind the Eyes is a 1997 studio album by contemporary Christian and pop singer Amy Grant, noted for its introspective, adult contemporary sound and personal lyrical themes.
  • C. The Eye
    The Eye is a horror film best known for its supernatural storyline involving a woman who begins seeing disturbing visions after an eye transplant.
  • D. العيون
    العيون هي مدينة صحراوية كبرى في إقليم الصحراء الغربية تُعد مركزاً إدارياً واقتصادياً مهماً للمنطقة.
  • E. العيون
    العيون هي مدينة سعودية تقع في المنطقة الشرقية وتُعرف بطابعها الزراعي وقربها من واحة الأحساء.
  • 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: The Eyes
Triple: [Republic of Gilead, usesOrganization, The Eyes]
Generated description
The Eyes are the secret police and intelligence agency of the theocratic regime in Margaret Atwood’s "The Handmaid’s Tale," tasked with surveillance, enforcement, and suppression of dissent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Eyes
Target entity description: The Eyes are the secret police and intelligence agency of the theocratic regime in Margaret Atwood’s "The Handmaid’s Tale," tasked with surveillance, enforcement, and suppression of dissent.
  • A. This Eye
    "This Eye" is a song by the American rock band The Flaming Lips from their 1992 album "Hit to Death in the Future Head."
  • B. Behind the Eyes
    Behind the Eyes is a 1997 studio album by contemporary Christian and pop singer Amy Grant, noted for its introspective, adult contemporary sound and personal lyrical themes.
  • C. The Eye
    The Eye is a horror film best known for its supernatural storyline involving a woman who begins seeing disturbing visions after an eye transplant.
  • D. العيون
    العيون هي مدينة صحراوية كبرى في إقليم الصحراء الغربية تُعد مركزاً إدارياً واقتصادياً مهماً للمنطقة.
  • E. العيون
    العيون هي مدينة سعودية تقع في المنطقة الشرقية وتُعرف بطابعها الزراعي وقربها من واحة الأحساء.
  • 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.