Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003308

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003307

distance 0.168

#2 · Bhandaracell 4710003611

distance 0.214

#3 · Bhandaracell 4710003131

distance 0.215

#4 · Nagpurcell 4840008003

distance 0.24 · cross-district

#5 · Gondiacell 4760003266

distance 0.247 · cross-district

#6 · Nagpurcell 4840002938

distance 0.248 · cross-district

#7 · Bhandaracell 4710003613

distance 0.255

#8 · Bhandaracell 4710003555

distance 0.264

#9 · Bhandaracell 4710003354

distance 0.269

#10 · Bhandaracell 4710003050

distance 0.273

#11 · Gondiacell 4760000916

distance 0.273 · cross-district

#12 · Bhandaracell 4710000969

distance 0.274

#13 · Bhandaracell 4710002043

distance 0.279

#14 · Bhandaracell 4710002016

distance 0.28

#15 · Nagpurcell 4840007046

distance 0.281 · cross-district

#16 · Bhandaracell 4710002516

distance 0.284

#17 · Gondiacell 4760002861

distance 0.285 · cross-district

#18 · Gondiacell 4760000851

distance 0.286 · 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":4710003308}}}'

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.