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.