Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008231

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007844

distance 0.119

#2 · Chandrapurcell 4730007624

distance 0.13

#3 · Nandedcell 4850009057

distance 0.136 · cross-district

#4 · Yavatmalcell 5000002861

distance 0.136 · cross-district

#5 · Nandedcell 4850009021

distance 0.143 · cross-district

#6 · Yavatmalcell 5000005589

distance 0.145 · cross-district

#7 · Yavatmalcell 5000010036

distance 0.148 · cross-district

#8 · Chandrapurcell 4730007850

distance 0.149

#9 · Yavatmalcell 5000005806

distance 0.15 · cross-district

#10 · Yavatmalcell 5000005096

distance 0.152 · cross-district

#11 · Yavatmalcell 5000005098

distance 0.153 · cross-district

#12 · Yavatmalcell 5000002714

distance 0.154 · cross-district

#13 · Yavatmalcell 5000002552

distance 0.156 · cross-district

#14 · Yavatmalcell 5000002713

distance 0.156 · cross-district

#15 · Yavatmalcell 5000007014

distance 0.157 · cross-district

#16 · Nagpurcell 4840000673

distance 0.158 · cross-district

#17 · Yavatmalcell 5000008417

distance 0.158 · cross-district

#18 · Chandrapurcell 4730007623

distance 0.159

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":4730008231}}}'

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.