Triple

T14631210
Position Surface form Disambiguated ID Type / Status
Subject Jaheim E343481 entity
Predicate familyName P18 FINISHED
Object Hoagland
Hoagland is the surname of American R&B singer and actor Jaheim.
E1110500 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: Hoagland | Statement: [Jaheim, familyName, Hoagland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hoagland
Context triple: [Jaheim, familyName, Hoagland]
  • A. Hoagland
    Hoagland is the given first name of American composer, pianist, singer, and actor Hoagy Carmichael.
  • B. Haldemann
    Haldemann is a surname, likely of Germanic origin, that serves as a variant spelling of the name Haldeman.
  • C. Loeb
    Loeb is a surname most infamously associated with Richard Loeb, one of the two University of Chicago students who committed the notorious 1924 Leopold and Loeb murder.
  • D. Koldewey
    Koldewey is a German surname most notably associated with Robert Koldewey, the archaeologist who led the excavation of ancient Babylon.
  • E. Badeau
    Badeau is a surname of likely French origin borne by individuals such as Aminda "Minnie" Badeau.
  • 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: Hoagland
Triple: [Jaheim, familyName, Hoagland]
Generated description
Hoagland is the surname of American R&B singer and actor Jaheim.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hoagland
Target entity description: Hoagland is the surname of American R&B singer and actor Jaheim.
  • A. Hoagland
    Hoagland is the given first name of American composer, pianist, singer, and actor Hoagy Carmichael.
  • B. Haldemann
    Haldemann is a surname, likely of Germanic origin, that serves as a variant spelling of the name Haldeman.
  • C. Loeb
    Loeb is a surname most infamously associated with Richard Loeb, one of the two University of Chicago students who committed the notorious 1924 Leopold and Loeb murder.
  • D. Koldewey
    Koldewey is a German surname most notably associated with Robert Koldewey, the archaeologist who led the excavation of ancient Babylon.
  • E. Badeau
    Badeau is a surname of likely French origin borne by individuals such as Aminda "Minnie" Badeau.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4a912248190a3df7f821395c776 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda931834081909d90ec0479eca3f9 completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb27c8db481909330d299faded4f3 completed May 8, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69fdb3b24320819098dd7fab0c3a0507 completed May 8, 2026, 9:58 a.m.
Created at: April 10, 2026, 1:26 a.m.