Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000592

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

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000552

distance 0.17

#2 · Bhandaracell 4710000318

distance 0.172

#3 · Bhandaracell 4710000450

distance 0.179

#4 · Bhandaracell 4710000369

distance 0.193

#5 · Chandrapurcell 4730009502

distance 0.224 · cross-district

#6 · Bhandaracell 4710000712

distance 0.252

#7 · Bhandaracell 4710000280

distance 0.255

#8 · Chandrapurcell 4730008561

distance 0.256 · cross-district

#9 · Chandrapurcell 4730006995

distance 0.257 · cross-district

#10 · Bhandaracell 4710000454

distance 0.261

#11 · Bhandaracell 4710000421

distance 0.265

#12 · Chandrapurcell 4730008310

distance 0.281 · cross-district

#13 · Wardhacell 4980000902

distance 0.284 · cross-district

#14 · Bhandaracell 4710000666

distance 0.293

#15 · Bhandaracell 4710000546

distance 0.294

#16 · Chandrapurcell 4730003733

distance 0.3 · cross-district

#17 · Bhandaracell 4710000748

distance 0.3

#18 · Chandrapurcell 4730007415

distance 0.3 · 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":4710000592}}}'

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.