Triple

T23507330
Position Surface form Disambiguated ID Type / Status
Subject Margarethe Cammermeyer E572316 entity
Predicate notableWork P4 FINISHED
Object Serving in Silence
Serving in Silence is a memoir by U.S. Army Colonel Margarethe Cammermeyer recounting her experiences as a lesbian military officer and her legal battle against discharge under the military’s ban on gay service members.
 E1589166 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: Serving in Silence | Statement: [Margarethe Cammermeyer, notableWork, Serving in Silence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Serving in Silence
Context triple: [Margarethe Cammermeyer, notableWork, Serving in Silence]
  • A. Broken Silence
    Broken Silence is a notable album by the American hip hop group Self Service.
  • B. Broken Silence
    Broken Silence is the third studio album by American rapper Foxy Brown, known for its hardcore hip-hop sound and the hit single "Oh Yeah."
  • C. Broken Silence
    Broken Silence is a musical group best known for performing the track "BK Anthem."
  • D. Broken Silence
    Broken Silence is a hip hop album by the group Run Dem.
  • E. Admiring Silence
    Admiring Silence is a novel by Nobel Prize–winning author Abdulrazak Gurnah that explores themes of exile, identity, and cultural dislocation through the experiences of a Zanzibari man living in England.
  • 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: Serving in Silence
Triple: [Margarethe Cammermeyer, notableWork, Serving in Silence]
Generated description
Serving in Silence is a memoir by U.S. Army Colonel Margarethe Cammermeyer recounting her experiences as a lesbian military officer and her legal battle against discharge under the military’s ban on gay service members.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Serving in Silence
Target entity description: Serving in Silence is a memoir by U.S. Army Colonel Margarethe Cammermeyer recounting her experiences as a lesbian military officer and her legal battle against discharge under the military’s ban on gay service members.
  • A. Broken Silence
    Broken Silence is a notable album by the American hip hop group Self Service.
  • B. Broken Silence
    Broken Silence is a hip hop album by the group Run Dem.
  • C. Broken Silence
    Broken Silence is the third studio album by American rapper Foxy Brown, known for its hardcore hip-hop sound and the hit single "Oh Yeah."
  • D. Broken Silence
    Broken Silence is a musical group best known for performing the track "BK Anthem."
  • E. Admiring Silence
    Admiring Silence is a novel by Nobel Prize–winning author Abdulrazak Gurnah that explores themes of exile, identity, and cultural dislocation through the experiences of a Zanzibari man living in England.
  • 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_69e245b5e4208190bac8a6509867e394 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a901c9908190a781e79fe8b96743 completed April 29, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c827994708190afa43998632776c4 completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f2d4288190b0b5fd46d2a387bf completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7f09af48190b7bfdae25d2f286b completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 6:07 p.m.