Triple

T9001989
Position Surface form Disambiguated ID Type / Status
Subject Nisekoi E215057 entity
Predicate femaleLeadAffiliation P85655 FINISHED
Object Beehive Gang
The Beehive Gang is a yakuza organization in the manga and anime series "Nisekoi," serving as the crime family to which the female lead Chitoge Kirisaki belongs.
E771964 NE FINISHED

How this triple was built (5 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: Beehive Gang | Statement: [Nisekoi, femaleLeadAffiliation, Beehive Gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beehive Gang
Context triple: [Nisekoi, femaleLeadAffiliation, Beehive Gang]
  • A. Mongoose Gang
    The Mongoose Gang was a notorious paramilitary group in Grenada known for violently suppressing political opposition during Eric Gairy’s rule.
  • B. Winter Hill Gang
    The Winter Hill Gang was a notorious Irish-American organized crime group based in the Boston area, led for years by mob boss Whitey Bulger and involved in racketeering, murder, and corruption.
  • C. North Side Gang
    The North Side Gang was a powerful Prohibition-era Irish-American organized crime group in Chicago, best known for its violent rivalry with Al Capone’s Chicago Outfit.
  • D. Green Gang
    The Green Gang was a powerful Chinese criminal organization based in Shanghai that wielded significant political influence in the early 20th century through its ties to nationalist leaders and involvement in organized crime.
  • E. Five Points Gang
    The Five Points Gang was a notorious early 20th-century New York City street gang known for its role in organized crime and for producing future major mob leaders such as Johnny Torrio and Al Capone.
  • 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: Beehive Gang
Triple: [Nisekoi, femaleLeadAffiliation, Beehive Gang]
Generated description
The Beehive Gang is a yakuza organization in the manga and anime series "Nisekoi," serving as the crime family to which the female lead Chitoge Kirisaki belongs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beehive Gang
Target entity description: The Beehive Gang is a yakuza organization in the manga and anime series "Nisekoi," serving as the crime family to which the female lead Chitoge Kirisaki belongs.
  • A. Mongoose Gang
    The Mongoose Gang was a notorious paramilitary group in Grenada known for violently suppressing political opposition during Eric Gairy’s rule.
  • B. Winter Hill Gang
    The Winter Hill Gang was a notorious Irish-American organized crime group based in the Boston area, led for years by mob boss Whitey Bulger and involved in racketeering, murder, and corruption.
  • C. North Side Gang
    The North Side Gang was a powerful Prohibition-era Irish-American organized crime group in Chicago, best known for its violent rivalry with Al Capone’s Chicago Outfit.
  • D. Green Gang
    The Green Gang was a powerful Chinese criminal organization based in Shanghai that wielded significant political influence in the early 20th century through its ties to nationalist leaders and involvement in organized crime.
  • E. Five Points Gang
    The Five Points Gang was a notorious early 20th-century New York City street gang known for its role in organized crime and for producing future major mob leaders such as Johnny Torrio and Al Capone.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: femaleLeadAffiliation
Context triple: [Nisekoi, femaleLeadAffiliation, Beehive Gang]
  • A. administrativeAffiliation
    Indicates that one entity is formally connected to, governed by, or overseen by another entity within an administrative or organizational structure.
  • B. primaryAffiliation
    Indicates the main organization, institution, or group with which an entity is chiefly associated or formally connected.
  • C. presenterAffiliation
    Indicates that a presenter is formally associated with, or represents, a particular organization or institution.
  • D. placeOfAssociation
    Indicates a relationship where an entity is connected or affiliated with a specific place, such as where it is based, active, or commonly associated.
  • E. subjectAffiliation
    Indicates that a subject is formally associated or connected with a particular organization, group, or institution.
  • F. None of above. chosen

Provenance (7 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_69ca83a12d648190b1e4fe11e8a31890 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6956a6e08190bd3853a7c1c130eb completed April 1, 2026, 12:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0ddb1648190a50f8877218d9883 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd1b4a80c8190be50b67698f56c28 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd2c99f1c8190b82fd98f5d3243d3 completed April 3, 2026, 2:46 p.m.
PD Predicate disambiguation batch_69cc5edd6cb48190b4fc6d6ca0418056 completed March 31, 2026, 11:55 p.m.
PDg Predicate description generation batch_69cc5f6dec4081909379bd57c02a5710 completed March 31, 2026, 11:57 p.m.
Created at: March 30, 2026, 7:05 p.m.