Triple

T3873098
Position Surface form Disambiguated ID Type / Status
Subject Humana E92432 entity
Predicate tickerSymbol P1447 FINISHED
Object HUM
HUM is the stock ticker symbol for Humana Inc., a major American health insurance and managed care company.
 E396274 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: HUM | Statement: [Humana, tickerSymbol, HUM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HUM
Context triple: [Humana, tickerSymbol, HUM]
  • A. HM
    HM is a prefix used for classes and APIs in Apple's HomeKit framework, which enables communication and control of smart home accessories on iOS and other Apple platforms.
  • B. HM
    HM is an abbreviation commonly used as a formal title for a reigning queen or king, standing for "Her Majesty" or "His Majesty."
  • C. HU
    HU is the postcode area covering Kingston upon Hull and its surrounding region in the United Kingdom.
  • D. HU
    HU is the IATA airline designator assigned to Hainan Airlines, a major Chinese carrier.
  • E. Human (album)
    Human is the 2008 R&B studio album by American singer Brandy, noted for its introspective themes, mature vocal performances, and collaborations with producers like Rodney "Darkchild" Jerkins.
  • 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: HUM
Triple: [Humana, tickerSymbol, HUM]
Generated description
HUM is the stock ticker symbol for Humana Inc., a major American health insurance and managed care company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HUM
Target entity description: HUM is the stock ticker symbol for Humana Inc., a major American health insurance and managed care company.
  • A. HM
    HM is a prefix used for classes and APIs in Apple's HomeKit framework, which enables communication and control of smart home accessories on iOS and other Apple platforms.
  • B. HM
    HM is an abbreviation commonly used as a formal title for a reigning queen or king, standing for "Her Majesty" or "His Majesty."
  • C. HU
    HU is the IATA airline designator assigned to Hainan Airlines, a major Chinese carrier.
  • D. HU
    HU is the postcode area covering Kingston upon Hull and its surrounding region in the United Kingdom.
  • E. Human (album)
    Human is the 2008 R&B studio album by American singer Brandy, noted for its introspective themes, mature vocal performances, and collaborations with producers like Rodney "Darkchild" Jerkins.
  • 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_69aed967448c819086c4b358d37b25aa completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec581adc81909219e6f025fc97c2 completed March 9, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51249f1ec8190a1f6cc191bc94421 completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b51352e2ec8190a207a6af96baaa33 completed March 14, 2026, 7:50 a.m.
NED2 Entity disambiguation (via description) batch_69b513e888008190892627805d2abd50 completed March 14, 2026, 7:53 a.m.
Created at: March 9, 2026, 3:20 p.m.