Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003813

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003798

distance 0.174

#2 · Chandrapurcell 4730002914

distance 0.202

#3 · Chandrapurcell 4730003263

distance 0.209

#4 · Chandrapurcell 4730003326

distance 0.214

#5 · Chandrapurcell 4730004268

distance 0.219

#6 · Gadchirolicell 4750005316

distance 0.223 · cross-district

#7 · Amravaticell 4680006459

distance 0.233 · cross-district

#8 · Chandrapurcell 4730003890

distance 0.234

#9 · Chandrapurcell 4730004905

distance 0.235

#10 · Chandrapurcell 4730003484

distance 0.238

#11 · Chandrapurcell 4730004069

distance 0.239

#12 · Chandrapurcell 4730000824

distance 0.243

#13 · Gadchirolicell 4750008300

distance 0.244 · cross-district

#14 · Amravaticell 4680006022

distance 0.244 · cross-district

#15 · Gadchirolicell 4750006926

distance 0.246 · cross-district

#16 · Chandrapurcell 4730003707

distance 0.246

#17 · Chandrapurcell 4730004253

distance 0.247

#18 · Jalgaoncell 4780006401

distance 0.247 · 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":4730003813}}}'

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.