Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000821

The MH-36 locality cells most similar to this Parbhani 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002185

distance 0.206 · cross-district

#2 · Nandedcell 4850001535

distance 0.208 · cross-district

#3 · Parbhanicell 4890000493

distance 0.223

#4 · Jalgaoncell 4780000359

distance 0.232 · cross-district

#5 · Jalgaoncell 4780000821

distance 0.24 · cross-district

#6 · Beedcell 4700008068

distance 0.245 · cross-district

#7 · Washimcell 4990001741

distance 0.247 · cross-district

#8 · Beedcell 4700001802

distance 0.254 · cross-district

#9 · Parbhanicell 4890000477

distance 0.255

#10 · Parbhanicell 4890000267

distance 0.257

#11 · Buldhanacell 4720000315

distance 0.266 · cross-district

#12 · Buldhanacell 4720002552

distance 0.266 · cross-district

#13 · Buldhanacell 4720001323

distance 0.267 · cross-district

#14 · Jalgaoncell 4780001982

distance 0.267 · cross-district

#15 · Jalgaoncell 4780000877

distance 0.269 · cross-district

#16 · Sanglicell 4930002792

distance 0.273 · cross-district

#17 · Nagpurcell 4840006537

distance 0.274 · cross-district

#18 · Buldhanacell 4720000166

distance 0.274 · 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":489,"cluster_id":4890000821}}}'

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.