Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001619

The MH-36 locality cells most similar to this Bhandara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001103

distance 0.089 · cross-district

#2 · Bhandaracell 4710001893

distance 0.096

#3 · Gondiacell 4760001417

distance 0.098 · cross-district

#4 · Bhandaracell 4710001779

distance 0.1

#5 · Gondiacell 4760000982

distance 0.106 · cross-district

#6 · Gondiacell 4760000871

distance 0.107 · cross-district

#7 · Gondiacell 4760000866

distance 0.111 · cross-district

#8 · Bhandaracell 4710001529

distance 0.112

#9 · Gondiacell 4760001043

distance 0.113 · cross-district

#10 · Gondiacell 4760000812

distance 0.118 · cross-district

#11 · Bhandaracell 4710000994

distance 0.118

#12 · Bhandaracell 4710001778

distance 0.119

#13 · Bhandaracell 4710001564

distance 0.12

#14 · Bhandaracell 4710001062

distance 0.12

#15 · Gondiacell 4760003433

distance 0.122 · cross-district

#16 · Bhandaracell 4710001889

distance 0.124

#17 · Gondiacell 4760001486

distance 0.127 · cross-district

#18 · Gondiacell 4760004220

distance 0.128 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":471,"cluster_id":4710001619}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.