Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007289

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980001013

distance 0.108 · cross-district

#2 · Chandrapurcell 4730008142

distance 0.127

#3 · Chandrapurcell 4730007939

distance 0.129

#4 · Wardhacell 4980000405

distance 0.132 · cross-district

#5 · Wardhacell 4980000397

distance 0.135 · cross-district

#6 · Chandrapurcell 4730006814

distance 0.137

#7 · Chandrapurcell 4730007722

distance 0.138

#8 · Chandrapurcell 4730006939

distance 0.138

#9 · Wardhacell 4980000581

distance 0.14 · cross-district

#10 · Chandrapurcell 4730007613

distance 0.14

#11 · Yavatmalcell 5000004969

distance 0.142 · cross-district

#12 · Chandrapurcell 4730006589

distance 0.143

#13 · Wardhacell 4980000658

distance 0.143 · cross-district

#14 · Chandrapurcell 4730007038

distance 0.143

#15 · Wardhacell 4980001478

distance 0.147 · cross-district

#16 · Chandrapurcell 4730007726

distance 0.156

#17 · Wardhacell 4980001284

distance 0.157 · cross-district

#18 · Nagpurcell 4840000545

distance 0.157 · 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":4730007289}}}'

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.