Triple

T10000455
Position Surface form Disambiguated ID Type / Status
Subject Grey Enterprises Holdings, Inc. E197311 entity
Predicate hasAbbreviation P43 FINISHED
Object GEH
GEH is the commonly used abbreviation for Grey Enterprises Holdings, Inc., the fictional multinational corporation owned by Christian Grey in the "Fifty Shades" series.
 E833789 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: GEH | Statement: [Grey Enterprises Holdings, Inc., hasAbbreviation, GEH]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GEH
Context triple: [Grey Enterprises Holdings, Inc., hasAbbreviation, GEH]
  • A. Geg
    Geg is an alternative name for Gheg, the northern dialect group of the Albanian language spoken primarily in northern Albania and surrounding regions.
  • B. GEG
    GEG is the three-letter IATA airport code for Spokane International Airport in Spokane, Washington.
  • C. Gahal
    Gahal was a right-wing political alliance in Israel formed in the 1960s, primarily uniting the Herut movement with the Liberal Party and serving as a key predecessor to the Likud party.
  • D. GEKUT
    GEKUT is the UN/LOCODE identifier for the city of Kutaisi in Georgia, used in international trade and transport logistics.
  • E. Gevaot
    Gevaot is an Israeli settlement in the Gush Etzion bloc of the West Bank, known for its strategic location and political significance in the Israeli–Palestinian conflict.
  • 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: GEH
Triple: [Grey Enterprises Holdings, Inc., hasAbbreviation, GEH]
Generated description
GEH is the commonly used abbreviation for Grey Enterprises Holdings, Inc., the fictional multinational corporation owned by Christian Grey in the "Fifty Shades" series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GEH
Target entity description: GEH is the commonly used abbreviation for Grey Enterprises Holdings, Inc., the fictional multinational corporation owned by Christian Grey in the "Fifty Shades" series.
  • A. Geg
    Geg is an alternative name for Gheg, the northern dialect group of the Albanian language spoken primarily in northern Albania and surrounding regions.
  • B. GEG
    GEG is the three-letter IATA airport code for Spokane International Airport in Spokane, Washington.
  • C. Gahal
    Gahal was a right-wing political alliance in Israel formed in the 1960s, primarily uniting the Herut movement with the Liberal Party and serving as a key predecessor to the Likud party.
  • D. GEKUT
    GEKUT is the UN/LOCODE identifier for the city of Kutaisi in Georgia, used in international trade and transport logistics.
  • E. Gevaot
    Gevaot is an Israeli settlement in the Gush Etzion bloc of the West Bank, known for its strategic location and political significance in the Israeli–Palestinian conflict.
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcc8f50888190b2f1c5240cb58e4f completed April 2, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d25854c524819081315b1a8faf335e completed April 5, 2026, 12:40 p.m.
NEDg Description generation batch_69d259016fb08190aadf9d4cee0b42d7 completed April 5, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69d259a2e48481908bd8e4829f676618 completed April 5, 2026, 12:46 p.m.
Created at: March 30, 2026, 8:51 p.m.