Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005281

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000003556

distance 0.164 · cross-district

#2 · Chandrapurcell 4730005179

distance 0.174

#3 · Chandrapurcell 4730006945

distance 0.179

#4 · Wardhacell 4980000718

distance 0.186 · cross-district

#5 · Chandrapurcell 4730005282

distance 0.196

#6 · Bhandaracell 4710001237

distance 0.199 · cross-district

#7 · Wardhacell 4980002732

distance 0.199 · cross-district

#8 · Wardhacell 4980001189

distance 0.2 · cross-district

#9 · Chandrapurcell 4730005184

distance 0.2

#10 · Chandrapurcell 4730008051

distance 0.202

#11 · Chandrapurcell 4730006607

distance 0.203

#12 · Buldhanacell 4720005860

distance 0.205 · cross-district

#13 · Wardhacell 4980000715

distance 0.205 · cross-district

#14 · Chandrapurcell 4730005188

distance 0.205

#15 · Chandrapurcell 4730006944

distance 0.206

#16 · Chandrapurcell 4730001388

distance 0.209

#17 · Chandrapurcell 4730004708

distance 0.209

#18 · Wardhacell 4980001295

distance 0.209 · 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":4730005281}}}'

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.