Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003791

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003904

distance 0.196

#2 · Chandrapurcell 4730007234

distance 0.199

#3 · Gadchirolicell 4750006369

distance 0.2 · cross-district

#4 · Chandrapurcell 4730007238

distance 0.201

#5 · Chandrapurcell 4730002843

distance 0.209

#6 · Gadchirolicell 4750008434

distance 0.22 · cross-district

#7 · Gadchirolicell 4750009509

distance 0.22 · cross-district

#8 · Chandrapurcell 4730002860

distance 0.222

#9 · Chandrapurcell 4730003725

distance 0.224

#10 · Chandrapurcell 4730003491

distance 0.225

#11 · Gadchirolicell 4750007839

distance 0.231 · cross-district

#12 · Chandrapurcell 4730002658

distance 0.236

#13 · Gadchirolicell 4750008860

distance 0.236 · cross-district

#14 · Chandrapurcell 4730003213

distance 0.237

#15 · Amravaticell 4680007025

distance 0.237 · cross-district

#16 · Chandrapurcell 4730003485

distance 0.238

#17 · Chandrapurcell 4730002005

distance 0.241

#18 · Chandrapurcell 4730008607

distance 0.241

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":4730003791}}}'

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.