Triple

T20831051
Position Surface form Disambiguated ID Type / Status
Subject Herbert Randall Wright III E512826 entity
Predicate associatedAct P37 FINISHED
Object NLMB
NLMB is a Chicago-based street gang and rap collective closely linked to rapper G Herbo (Herbert Randall Wright III).
 E1452714 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: NLMB | Statement: [Herbert Randall Wright III, associatedAct, NLMB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NLMB
Context triple: [Herbert Randall Wright III, associatedAct, NLMB]
  • A. LNMC
    LNMC is the ICAO airport code assigned to Monaco Heliport, the main helicopter facility serving the Principality of Monaco.
  • B. NMBS
    NMBS is the National Railway Company of Belgium, responsible for operating most of the country’s passenger rail services.
  • C. NMB
    NMB is a German vehicle registration code assigned to the Burgenlandkreis district in the state of Saxony-Anhalt.
  • D. NLC
    NLC is an abbreviation commonly used for the National Labor College, a former U.S. institution dedicated to higher education and training for labor union members and leaders.
  • E. NLC
    NLC is the FAA location identifier for Naval Air Station Lemoore, a major U.S. Navy jet air station in California.
  • 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: NLMB
Triple: [Herbert Randall Wright III, associatedAct, NLMB]
Generated description
NLMB is a Chicago-based street gang and rap collective closely linked to rapper G Herbo (Herbert Randall Wright III).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NLMB
Target entity description: NLMB is a Chicago-based street gang and rap collective closely linked to rapper G Herbo (Herbert Randall Wright III).
  • A. LNMC
    LNMC is the ICAO airport code assigned to Monaco Heliport, the main helicopter facility serving the Principality of Monaco.
  • B. NMBS
    NMBS is the National Railway Company of Belgium, responsible for operating most of the country’s passenger rail services.
  • C. NMB
    NMB is a German vehicle registration code assigned to the Burgenlandkreis district in the state of Saxony-Anhalt.
  • D. NLC
    NLC is an abbreviation commonly used for the National Labor College, a former U.S. institution dedicated to higher education and training for labor union members and leaders.
  • E. NLC
    NLC is the FAA location identifier for Naval Air Station Lemoore, a major U.S. Navy jet air station in California.
  • 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_69e0b4cf62a88190bbf92351e9e57259 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3224e788190bfc4d3dcbaa674a7 completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0900808ae48190ad706c5de31acbd4 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a09016ee480819085bfe8ab3ee79b88 completed May 16, 2026, 11:44 p.m.
NED2 Entity disambiguation (via description) batch_6a09024abbd081908d47b3f9f5d28561 completed May 16, 2026, 11:48 p.m.
Created at: April 16, 2026, 12:42 p.m.