Triple

T16317411
Position Surface form Disambiguated ID Type / Status
Subject Al Bundy E396205 entity
Predicate memberOf P10 FINISHED
Object NO MA'AM
NO MA'AM is a fictional anti-feminist men's group from the sitcom "Married... with Children," founded and led by Al Bundy and his friends.
 E1206968 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: NO MA'AM | Statement: [Al Bundy, memberOf, NO MA'AM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NO MA'AM
Context triple: [Al Bundy, memberOf, NO MA'AM]
  • A. Ma Ma
    Ma Ma is a 2015 Spanish drama film directed by Julio Medem and starring Penélope Cruz as a woman confronting a breast cancer diagnosis while rebuilding her life.
  • B. No, No, No
    "No, No, No" is the debut single by American R&B group Destiny's Child, recognized for introducing the group to mainstream audiences in the late 1990s.
  • C. Ma-Ma
    Ma-Ma is the ruthless, scarred gang leader and primary antagonist in the 2012 science fiction action film "Dredd."
  • D. Not I
    "Not I" is a short, intense monologue play by Samuel Beckett, renowned for its fragmented language and staging that focuses almost exclusively on a disembodied mouth delivering a rapid torrent of speech.
  • E. La MaMa
    La MaMa is a renowned Off-Off-Broadway experimental theater in New York City known for fostering avant-garde performance and emerging artists.
  • 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: NO MA'AM
Triple: [Al Bundy, memberOf, NO MA'AM]
Generated description
NO MA'AM is a fictional anti-feminist men's group from the sitcom "Married... with Children," founded and led by Al Bundy and his friends.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NO MA'AM
Target entity description: NO MA'AM is a fictional anti-feminist men's group from the sitcom "Married... with Children," founded and led by Al Bundy and his friends.
  • A. Ma Ma
    Ma Ma is a 2015 Spanish drama film directed by Julio Medem and starring Penélope Cruz as a woman confronting a breast cancer diagnosis while rebuilding her life.
  • B. No, No, No
    "No, No, No" is the debut single by American R&B group Destiny's Child, recognized for introducing the group to mainstream audiences in the late 1990s.
  • C. Ma-Ma
    Ma-Ma is the ruthless, scarred gang leader and primary antagonist in the 2012 science fiction action film "Dredd."
  • D. Not I
    "Not I" is a short, intense monologue play by Samuel Beckett, renowned for its fragmented language and staging that focuses almost exclusively on a disembodied mouth delivering a rapid torrent of speech.
  • E. La MaMa
    La MaMa is a renowned Off-Off-Broadway experimental theater in New York City known for fostering avant-garde performance and emerging artists.
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e296b31b988190bb1fde36dae11bbd completed April 17, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a002606f0e0819081f50dae9e6b7a0d completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a00275e44d481909bed62779ea9a0d7 completed May 10, 2026, 6:36 a.m.
NED2 Entity disambiguation (via description) batch_6a0027f99d948190b22812f0c9a2c0ff completed May 10, 2026, 6:38 a.m.
Created at: April 10, 2026, 5:06 a.m.