Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007059

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.037

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007060

distance 0.037

#2 · Chandrapurcell 4730006826

distance 0.06

#3 · Chandrapurcell 4730006703

distance 0.065

#4 · Chandrapurcell 4730007173

distance 0.074

#5 · Chandrapurcell 4730006830

distance 0.078

#6 · Chandrapurcell 4730007043

distance 0.078

#7 · Yavatmalcell 5000008921

distance 0.085 · cross-district

#8 · Chandrapurcell 4730006701

distance 0.091

#9 · Chandrapurcell 4730006702

distance 0.092

#10 · Wardhacell 4980000039

distance 0.098 · cross-district

#11 · Chandrapurcell 4730007061

distance 0.1

#12 · Yavatmalcell 5000009930

distance 0.101 · cross-district

#13 · Yavatmalcell 5000008316

distance 0.106 · cross-district

#14 · Chandrapurcell 4730005486

distance 0.113

#15 · Yavatmalcell 5000009487

distance 0.114 · cross-district

#16 · Wardhacell 4980000037

distance 0.115 · cross-district

#17 · Chandrapurcell 4730007381

distance 0.117

#18 · Chandrapurcell 4730006714

distance 0.117

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":4730007059}}}'

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.