Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007616

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

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007618

distance 0.072

#2 · Wardhacell 4980000257

distance 0.08 · cross-district

#3 · Chandrapurcell 4730007724

distance 0.095

#4 · Wardhacell 4980000217

distance 0.096 · cross-district

#5 · Wardhacell 4980000401

distance 0.098 · cross-district

#6 · Chandrapurcell 4730007493

distance 0.108

#7 · Chandrapurcell 4730007406

distance 0.111

#8 · Chandrapurcell 4730008133

distance 0.115

#9 · Yavatmalcell 5000009036

distance 0.118 · cross-district

#10 · Wardhacell 4980000080

distance 0.12 · cross-district

#11 · Wardhacell 4980000212

distance 0.121 · cross-district

#12 · Chandrapurcell 4730007037

distance 0.122

#13 · Wardhacell 4980000519

distance 0.122 · cross-district

#14 · Chandrapurcell 4730007725

distance 0.122

#15 · Yavatmalcell 5000010238

distance 0.123 · cross-district

#16 · Yavatmalcell 5000010623

distance 0.123 · cross-district

#17 · Wardhacell 4980000453

distance 0.123 · cross-district

#18 · Yavatmalcell 5000006480

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":4730007616}}}'

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.