Triple
T38462965
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dreamhaven |
E912495
|
entity |
| Predicate | hasCompanyCulture |
P195257
|
FINISHED |
| Object | developer-driven decision making |
—
|
LITERAL FINISHED |
How this triple was built (2 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: developer-driven decision making | Statement: [Dreamhaven, hasCompanyCulture, developer-driven decision making]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasCompanyCulture Context triple: [Dreamhaven, hasCompanyCulture, developer-driven decision making]
-
A.
hasCulturalCompetence
Indicates that an entity possesses the knowledge, skills, and attitudes needed to interact effectively and respectfully with people from diverse cultural backgrounds.
-
B.
hasSchoolCulture
Indicates that an entity possesses or is characterized by a particular set of shared norms, values, practices, and behaviors that define its school culture.
-
C.
associatedBrandCulture
Indicates a relationship where a brand is linked to, reflects, or is characterized by a particular culture, set of values, or shared norms.
-
D.
companyStyle
chosen
Indicates the stylistic characteristics or branding approach associated with a company, such as its visual, communicative, or cultural style.
-
E.
hasCulturalCore
Indicates that one entity embodies or provides the central cultural values, practices, or identity that fundamentally define another entity.
- F. None of above.
Provenance (3 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_69f76e861d8c81908559031dc66e3c15 |
completed | May 3, 2026, 3:49 p.m. |
| NER | Named-entity recognition | batch_6a037c903be48190a2fafa53d7d50d42 |
completed | May 12, 2026, 7:16 p.m. |
| PD | Predicate disambiguation | batch_6a037a1e32108190897356d6a7fed879 |
completed | May 12, 2026, 7:06 p.m. |
Created at: May 3, 2026, 4:31 p.m.