Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007939

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007613

distance 0.105

#2 · Chandrapurcell 4730007835

distance 0.112

#3 · Chandrapurcell 4730007038

distance 0.127

#4 · Chandrapurcell 4730007289

distance 0.129

#5 · Wardhacell 4980000737

distance 0.13 · cross-district

#6 · Chandrapurcell 4730007615

distance 0.13

#7 · Chandrapurcell 4730007837

distance 0.131

#8 · Yavatmalcell 5000005641

distance 0.134 · cross-district

#9 · Wardhacell 4980000819

distance 0.139 · cross-district

#10 · Chandrapurcell 4730007839

distance 0.141

#11 · Wardhacell 4980001284

distance 0.142 · cross-district

#12 · Wardhacell 4980001013

distance 0.142 · cross-district

#13 · Chandrapurcell 4730006939

distance 0.146

#14 · Chandrapurcell 4730006588

distance 0.146

#15 · Wardhacell 4980001086

distance 0.146 · cross-district

#16 · Yavatmalcell 5000008165

distance 0.146 · cross-district

#17 · Yavatmalcell 5000006492

distance 0.147 · cross-district

#18 · Yavatmalcell 5000009817

distance 0.148 · 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":4730007939}}}'

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.