Triple
T16291705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chandler family |
E395538
|
entity |
| Predicate | associatedBusiness |
P21206
|
FINISHED |
| Object |
Chandler Industries
Chandler Industries is a family-owned business enterprise controlled by the Chandler family.
|
E1206751
|
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: Chandler Industries | Statement: [Chandler family, associatedBusiness, Chandler Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chandler Industries Context triple: [Chandler family, associatedBusiness, Chandler Industries]
-
A.
Chandler Enterprises
Chandler Enterprises is a business entity owned and operated by the Chandler family, likely serving as the primary vehicle for their commercial and investment activities.
-
B.
Reginald Denny Industries
Reginald Denny Industries was an aviation and model aircraft company best known for pioneering radio-controlled target drones used by the U.S. military before and during World War II.
-
C.
Cheyenne Enterprises
Cheyenne Enterprises is a film and television production company co-founded by actor Bruce Willis, known for producing action and thriller projects.
-
D.
Royalton Industries
Royalton Industries is a fictional high-tech automotive corporation from the animated film "Speed Racer," known for its powerful influence over the racing world and its ruthless business practices.
-
E.
Madison Industries
Madison Industries is a privately held industrial conglomerate based in Chicago, known for acquiring and growing a diverse portfolio of manufacturing and engineering businesses across sectors such as health, safety, and infrastructure.
- 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: Chandler Industries Triple: [Chandler family, associatedBusiness, Chandler Industries]
Generated description
Chandler Industries is a family-owned business enterprise controlled by the Chandler family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chandler Industries Target entity description: Chandler Industries is a family-owned business enterprise controlled by the Chandler family.
-
A.
Chandler Enterprises
Chandler Enterprises is a business entity owned and operated by the Chandler family, likely serving as the primary vehicle for their commercial and investment activities.
-
B.
Reginald Denny Industries
Reginald Denny Industries was an aviation and model aircraft company best known for pioneering radio-controlled target drones used by the U.S. military before and during World War II.
-
C.
Cheyenne Enterprises
Cheyenne Enterprises is a film and television production company co-founded by actor Bruce Willis, known for producing action and thriller projects.
-
D.
Royalton Industries
Royalton Industries is a fictional high-tech automotive corporation from the animated film "Speed Racer," known for its powerful influence over the racing world and its ruthless business practices.
-
E.
Madison Industries
Madison Industries is a privately held industrial conglomerate based in Chicago, known for acquiring and growing a diverse portfolio of manufacturing and engineering businesses across sectors such as health, safety, and infrastructure.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24919345881909ba4e7fe2e59340f |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0025fd56008190a9cb896e7ea2d26a |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0026b6554481909ee5a4de41293d90 |
completed | May 10, 2026, 6:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002750c490819082db2044b6a89eaa |
completed | May 10, 2026, 6:36 a.m. |
Created at: April 10, 2026, 5:05 a.m.