Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000583

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

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000545

distance 0.095

#2 · Bhandaracell 4710000671

distance 0.109

#3 · Chandrapurcell 4730009697

distance 0.134 · cross-district

#4 · Chandrapurcell 4730009604

distance 0.15 · cross-district

#5 · Bhandaracell 4710000632

distance 0.168

#6 · Bhandaracell 4710000670

distance 0.183

#7 · Bhandaracell 4710000635

distance 0.19

#8 · Bhandaracell 4710000633

distance 0.192

#9 · Chandrapurcell 4730009556

distance 0.197 · cross-district

#10 · Bhandaracell 4710000551

distance 0.203

#11 · Bhandaracell 4710000588

distance 0.204

#12 · Bhandaracell 4710000548

distance 0.205

#13 · Chandrapurcell 4730009606

distance 0.209 · cross-district

#14 · Bhandaracell 4710000549

distance 0.209

#15 · Bhandaracell 4710000799

distance 0.21

#16 · Bhandaracell 4710000720

distance 0.215

#17 · Bhandaracell 4710000286

distance 0.217

#18 · Bhandaracell 4710000678

distance 0.218

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":4710000583}}}'

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.