Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009540

The MH-36 locality cells most similar to this Chandrapur 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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009481

distance 0.143

#2 · Bhandaracell 4710000017

distance 0.176 · cross-district

#3 · Chandrapurcell 4730008952

distance 0.177

#4 · Chandrapurcell 4730007561

distance 0.179

#5 · Chandrapurcell 4730009732

distance 0.188

#6 · Chandrapurcell 4730009731

distance 0.189

#7 · Bhandaracell 4710000018

distance 0.192 · cross-district

#8 · Chandrapurcell 4730009022

distance 0.196

#9 · Bhandaracell 4710000019

distance 0.199 · cross-district

#10 · Chandrapurcell 4730009547

distance 0.199

#11 · Chandrapurcell 4730009422

distance 0.2

#12 · Chandrapurcell 4730008967

distance 0.2

#13 · Chandrapurcell 4730009650

distance 0.205

#14 · Chandrapurcell 4730008880

distance 0.207

#15 · Chandrapurcell 4730009300

distance 0.209

#16 · Bhandaracell 4710000001

distance 0.21 · cross-district

#17 · Chandrapurcell 4730009434

distance 0.212

#18 · Chandrapurcell 4730009741

distance 0.214

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":473,"cluster_id":4730009540}}}'

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.