Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009126

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009055

distance 0.111

#2 · Gondiacell 4760000978

distance 0.208 · cross-district

#3 · Bhandaracell 4710000960

distance 0.224 · cross-district

#4 · Gadchirolicell 4750010387

distance 0.229 · cross-district

#5 · Chandrapurcell 4730009227

distance 0.23

#6 · Nagpurcell 4840000775

distance 0.237 · cross-district

#7 · Chandrapurcell 4730009127

distance 0.245

#8 · Gadchirolicell 4750010441

distance 0.246 · cross-district

#9 · Bhandaracell 4710001233

distance 0.25 · cross-district

#10 · Yavatmalcell 5000010564

distance 0.253 · cross-district

#11 · Bhandaracell 4710000886

distance 0.259 · cross-district

#12 · Chandrapurcell 4730009659

distance 0.26

#13 · Wardhacell 4980001524

distance 0.261 · cross-district

#14 · Jalgaoncell 4780005131

distance 0.264 · cross-district

#15 · Nagpurcell 4840000149

distance 0.264 · cross-district

#16 · Wardhacell 4980001366

distance 0.269 · cross-district

#17 · Yavatmalcell 5000009412

distance 0.27 · cross-district

#18 · Bhandaracell 4710001024

distance 0.27 · 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":4730009126}}}'

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.