Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004979

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004978

distance 0.183

#2 · Gondiacell 4760001193

distance 0.204 · cross-district

#3 · Chandrapurcell 4730004014

distance 0.209

#4 · Chandrapurcell 4730003365

distance 0.22

#5 · Chandrapurcell 4730003364

distance 0.222

#6 · Jalgaoncell 4780002940

distance 0.224 · cross-district

#7 · Chandrapurcell 4730000229

distance 0.225

#8 · Chandrapurcell 4730004695

distance 0.227

#9 · Wardhacell 4980000000

distance 0.229 · cross-district

#10 · Jalgaoncell 4780005213

distance 0.23 · cross-district

#11 · Washimcell 4990003951

distance 0.233 · cross-district

#12 · Wardhacell 4980001561

distance 0.234 · cross-district

#13 · Amravaticell 4680009557

distance 0.235 · cross-district

#14 · Yavatmalcell 5000001428

distance 0.236 · cross-district

#15 · Bhandaracell 4710001536

distance 0.236 · cross-district

#16 · Yavatmalcell 5000004657

distance 0.238 · cross-district

#17 · Yavatmalcell 5000009972

distance 0.238 · cross-district

#18 · Chandrapurcell 4730004696

distance 0.242

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":4730004979}}}'

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.