Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006591

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

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006602

distance 0.072

#2 · Chandrapurcell 4730005382

distance 0.081

#3 · Yavatmalcell 5000007297

distance 0.094 · cross-district

#4 · Wardhacell 4980000143

distance 0.105 · cross-district

#5 · Nagpurcell 4840006254

distance 0.106 · cross-district

#6 · Nagpurcell 4840005613

distance 0.11 · cross-district

#7 · Yavatmalcell 5000008560

distance 0.112 · cross-district

#8 · Yavatmalcell 5000005313

distance 0.115 · cross-district

#9 · Wardhacell 4980000027

distance 0.116 · cross-district

#10 · Yavatmalcell 5000008798

distance 0.117 · cross-district

#11 · Yavatmalcell 5000002581

distance 0.117 · cross-district

#12 · Nagpurcell 4840004088

distance 0.118 · cross-district

#13 · Yavatmalcell 5000008561

distance 0.118 · cross-district

#14 · Chandrapurcell 4730006813

distance 0.121

#15 · Wardhacell 4980000289

distance 0.123 · cross-district

#16 · Yavatmalcell 5000007686

distance 0.123 · cross-district

#17 · Yavatmalcell 5000009602

distance 0.123 · cross-district

#18 · Yavatmalcell 5000005146

distance 0.124 · 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":4730006591}}}'

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.