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.