Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002543

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 6 distinct districts

Index confidence

0.91

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 4730001649

distance 0.183

#2 · Chandrapurcell 4730001560

distance 0.189

#3 · Beedcell 4700005288

distance 0.193 · cross-district

#4 · Chandrapurcell 4730002145

distance 0.193

#5 · Chandrapurcell 4730001983

distance 0.196

#6 · Chandrapurcell 4730001645

distance 0.198

#7 · Chandrapurcell 4730003796

distance 0.198

#8 · Chandrapurcell 4730001904

distance 0.201

#9 · Beedcell 4700005729

distance 0.205 · cross-district

#10 · Jalgaoncell 4780004483

distance 0.205 · cross-district

#11 · Chandrapurcell 4730002480

distance 0.211

#12 · Buldhanacell 4720005132

distance 0.211 · cross-district

#13 · Akolacell 4670000819

distance 0.212 · cross-district

#14 · Yavatmalcell 5000010467

distance 0.212 · cross-district

#15 · Yavatmalcell 5000001485

distance 0.213 · cross-district

#16 · Buldhanacell 4720005052

distance 0.214 · cross-district

#17 · Chandrapurcell 4730002061

distance 0.214

#18 · Chandrapurcell 4730001987

distance 0.216

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":4730002543}}}'

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.