Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006358

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006634

distance 0.116 · cross-district

#2 · Yavatmalcell 5000006503

distance 0.15 · cross-district

#3 · Chandrapurcell 4730006024

distance 0.153

#4 · Chandrapurcell 4730008989

distance 0.157

#5 · Yavatmalcell 5000008081

distance 0.159 · cross-district

#6 · Yavatmalcell 5000008209

distance 0.161 · cross-district

#7 · Yavatmalcell 5000006492

distance 0.172 · cross-district

#8 · Chandrapurcell 4730006129

distance 0.175

#9 · Yavatmalcell 5000007271

distance 0.182 · cross-district

#10 · Chandrapurcell 4730005793

distance 0.186

#11 · Chandrapurcell 4730006580

distance 0.193

#12 · Bhandaracell 4710001430

distance 0.195 · cross-district

#13 · Chandrapurcell 4730008844

distance 0.197

#14 · Chandrapurcell 4730006023

distance 0.199

#15 · Chandrapurcell 4730007377

distance 0.199

#16 · Chandrapurcell 4730004670

distance 0.2

#17 · Nagpurcell 4840000643

distance 0.202 · cross-district

#18 · Yavatmalcell 5000008210

distance 0.204 · 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":4730006358}}}'

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.