Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004130

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004131

distance 0.123

#2 · Jalgaoncell 4780006111

distance 0.148 · cross-district

#3 · Amravaticell 4680001300

distance 0.15 · cross-district

#4 · Amravaticell 4680000543

distance 0.153 · cross-district

#5 · Jalgaoncell 4780005538

distance 0.154 · cross-district

#6 · Jalgaoncell 4780006116

distance 0.154 · cross-district

#7 · Yavatmalcell 5000001607

distance 0.158 · cross-district

#8 · Jalgaoncell 4780005821

distance 0.16 · cross-district

#9 · Jalgaoncell 4780006263

distance 0.16 · cross-district

#10 · Chandrapurcell 4730003945

distance 0.162

#11 · Akolacell 4670001060

distance 0.163 · cross-district

#12 · Jalgaoncell 4780005270

distance 0.163 · cross-district

#13 · Amravaticell 4680000821

distance 0.163 · cross-district

#14 · Yavatmalcell 5000004286

distance 0.164 · cross-district

#15 · Nandedcell 4850000764

distance 0.164 · cross-district

#16 · Akolacell 4670000324

distance 0.164 · cross-district

#17 · Akolacell 4670000557

distance 0.164 · cross-district

#18 · Yavatmalcell 5000003055

distance 0.166 · 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":4730004130}}}'

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.