Triple

T22612145
Position Surface form Disambiguated ID Type / Status
Subject Maximilian Emil Hehl E566734 entity
Predicate familyName P18 FINISHED
Object Hehl
Hehl is a German surname most notably borne by Maximilian Emil Hehl, a German-Brazilian architect and engineer known for his work in Brazil.
E1546205 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: Hehl | Statement: [Maximilian Emil Hehl, familyName, Hehl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hehl
Context triple: [Maximilian Emil Hehl, familyName, Hehl]
  • A. Hepscheid
    Hepscheid is a small village that forms part of the municipality of Amel in the German-speaking Community of eastern Belgium.
  • B. Hethel
    Hethel is a small rural village in Norfolk, England, best known today as the home of the Lotus Cars headquarters and test track.
  • C. Hohne
    Hohne is a village in Lower Saxony, Germany, historically notable for its military garrison and association with British Army units.
  • D. Herbesthal
    Herbesthal is a village in eastern Belgium, historically known for its former international railway station near the German border.
  • E. Siersthal
    Siersthal is a small commune in northeastern France, located in the Moselle department within the historical region of Lorraine.
  • 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: Hehl
Triple: [Maximilian Emil Hehl, familyName, Hehl]
Generated description
Hehl is a German surname most notably borne by Maximilian Emil Hehl, a German-Brazilian architect and engineer known for his work in Brazil.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hehl
Target entity description: Hehl is a German surname most notably borne by Maximilian Emil Hehl, a German-Brazilian architect and engineer known for his work in Brazil.
  • A. Hepscheid
    Hepscheid is a small village that forms part of the municipality of Amel in the German-speaking Community of eastern Belgium.
  • B. Hethel
    Hethel is a small rural village in Norfolk, England, best known today as the home of the Lotus Cars headquarters and test track.
  • C. Hohne
    Hohne is a village in Lower Saxony, Germany, historically notable for its military garrison and association with British Army units.
  • D. Herbesthal
    Herbesthal is a village in eastern Belgium, historically known for its former international railway station near the German border.
  • E. Siersthal
    Siersthal is a small commune in northeastern France, located in the Moselle department within the historical region of Lorraine.
  • 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_69e245884860819081046ce07d5872c4 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f167eb08c88190bf2380fa8575d2da completed April 29, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4dfb3bbc8190a80293adab818937 completed May 18, 2026, 5:35 p.m.
NEDg Description generation batch_6a0b4f24dd9c81908f6907c75d4c6da7 completed May 18, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4fffea548190b0c3d9cce1c89aa9 completed May 18, 2026, 5:44 p.m.
Created at: April 17, 2026, 2:57 p.m.