Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001751

The MH-36 locality cells most similar to this Bhandara 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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003584

distance 0.241

#2 · Nagpurcell 4840004109

distance 0.245 · cross-district

#3 · Nagpurcell 4840002273

distance 0.252 · cross-district

#4 · Nagpurcell 4840000726

distance 0.28 · cross-district

#5 · Gondiacell 4760001083

distance 0.281 · cross-district

#6 · Bhandaracell 4710002781

distance 0.281

#7 · Nagpurcell 4840000496

distance 0.281 · cross-district

#8 · Nagpurcell 4840000937

distance 0.291 · cross-district

#9 · Nagpurcell 4840000811

distance 0.297 · cross-district

#10 · Bhandaracell 4710001806

distance 0.3

#11 · Gondiacell 4760001848

distance 0.3 · cross-district

#12 · Jalgaoncell 4780005354

distance 0.301 · cross-district

#13 · Gondiacell 4760003271

distance 0.307 · cross-district

#14 · Wardhacell 4980002595

distance 0.308 · cross-district

#15 · Gondiacell 4760003179

distance 0.309 · cross-district

#16 · Bhandaracell 4710002631

distance 0.31

#17 · Gondiacell 4760002006

distance 0.312 · cross-district

#18 · Gadchirolicell 4750010061

distance 0.314 · 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":471,"cluster_id":4710001751}}}'

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.