Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000331

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000294

distance 0.162

#2 · Parbhanicell 4890000332

distance 0.188

#3 · Parbhanicell 4890000176

distance 0.248

#4 · Nandedcell 4850002266

distance 0.269 · cross-district

#5 · Parbhanicell 4890000295

distance 0.272

#6 · Laturcell 4810005876

distance 0.28 · cross-district

#7 · Nandedcell 4850002977

distance 0.281 · cross-district

#8 · Parbhanicell 4890000155

distance 0.282

#9 · Parbhanicell 4890000108

distance 0.285

#10 · Parbhanicell 4890000366

distance 0.287

#11 · Nandedcell 4850002265

distance 0.288 · cross-district

#12 · Nandedcell 4850002983

distance 0.294 · cross-district

#13 · Nandedcell 4850003177

distance 0.294 · cross-district

#14 · Ahmednagarcell 4660005989

distance 0.307 · cross-district

#15 · Parbhanicell 4890000513

distance 0.314

#16 · Beedcell 4700002445

distance 0.315 · cross-district

#17 · Parbhanicell 4890000208

distance 0.315

#18 · Nandedcell 4850001995

distance 0.315 · 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":4890000331}}}'

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.