Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008409

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

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007631

distance 0.135

#2 · Wardhacell 4980001210

distance 0.135 · cross-district

#3 · Chandrapurcell 4730006085

distance 0.148

#4 · Chandrapurcell 4730007852

distance 0.15

#5 · Wardhacell 4980000929

distance 0.15 · cross-district

#6 · Wardhacell 4980001495

distance 0.151 · cross-district

#7 · Yavatmalcell 5000002586

distance 0.159 · cross-district

#8 · Chandrapurcell 4730006084

distance 0.164

#9 · Chandrapurcell 4730006310

distance 0.166

#10 · Chandrapurcell 4730009695

distance 0.167

#11 · Chandrapurcell 4730006880

distance 0.167

#12 · Chandrapurcell 4730007077

distance 0.169

#13 · Chandrapurcell 4730007408

distance 0.169

#14 · Wardhacell 4980000759

distance 0.17 · cross-district

#15 · Chandrapurcell 4730006199

distance 0.171

#16 · Chandrapurcell 4730006402

distance 0.171

#17 · Chandrapurcell 4730006403

distance 0.172

#18 · Yavatmalcell 5000006561

distance 0.174 · 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":4730008409}}}'

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.