Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002856

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.024

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002783

distance 0.024

#2 · Chandrapurcell 4730000283

distance 0.165

#3 · Chandrapurcell 4730000411

distance 0.167

#4 · Gadchirolicell 4750006280

distance 0.178 · cross-district

#5 · Chandrapurcell 4730003803

distance 0.183

#6 · Chandrapurcell 4730005102

distance 0.188

#7 · Jalgaoncell 4780006988

distance 0.194 · cross-district

#8 · Chandrapurcell 4730001366

distance 0.201

#9 · Jalgaoncell 4780008648

distance 0.203 · cross-district

#10 · Jalgaoncell 4780006850

distance 0.204 · cross-district

#11 · Jalgaoncell 4780006987

distance 0.205 · cross-district

#12 · Gadchirolicell 4750006664

distance 0.205 · cross-district

#13 · Chandrapurcell 4730000338

distance 0.207

#14 · Jalgaoncell 4780005668

distance 0.21 · cross-district

#15 · Jalgaoncell 4780008860

distance 0.21 · cross-district

#16 · Chandrapurcell 4730000337

distance 0.21

#17 · Jalgaoncell 4780008430

distance 0.213 · cross-district

#18 · Jalgaoncell 4780006101

distance 0.214 · 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":473,"cluster_id":4730002856}}}'

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.