Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003094

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000005336

distance 0.212 · cross-district

#2 · Yavatmalcell 5000004817

distance 0.254 · cross-district

#3 · Yavatmalcell 5000004641

distance 0.275 · cross-district

#4 · Sanglicell 4930005672

distance 0.342 · cross-district

#5 · Beedcell 4700003034

distance 0.343 · cross-district

#6 · Yavatmalcell 5000004991

distance 0.345 · cross-district

#7 · Sanglicell 4930005673

distance 0.348 · cross-district

#8 · Sanglicell 4930005680

distance 0.35 · cross-district

#9 · Sanglicell 4930006489

distance 0.359 · cross-district

#10 · Dharashivcell 4880002454

distance 0.365 · cross-district

#11 · Sanglicell 4930006217

distance 0.371 · cross-district

#12 · Nagpurcell 4840001217

distance 0.374 · cross-district

#13 · Beedcell 4700003208

distance 0.374 · cross-district

#14 · Sanglicell 4930005745

distance 0.376 · cross-district

#15 · Sanglicell 4930006559

distance 0.378 · cross-district

#16 · Sanglicell 4930006137

distance 0.378 · cross-district

#17 · Beedcell 4700003032

distance 0.385 · cross-district

#18 · Yavatmalcell 5000004466

distance 0.387 · 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":4730003094}}}'

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.