Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001224

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001358

distance 0.106

#2 · Parbhanicell 4890001041

distance 0.107

#3 · Parbhanicell 4890001423

distance 0.111

#4 · Parbhanicell 4890001289

distance 0.118

#5 · Parbhanicell 4890000977

distance 0.136

#6 · Parbhanicell 4890001298

distance 0.155

#7 · Parbhanicell 4890001042

distance 0.161

#8 · Parbhanicell 4890001230

distance 0.167

#9 · Parbhanicell 4890001113

distance 0.172

#10 · Parbhanicell 4890001430

distance 0.174

#11 · Parbhanicell 4890001297

distance 0.181

#12 · Parbhanicell 4890001429

distance 0.182

#13 · Parbhanicell 4890001235

distance 0.183

#14 · Chhatrapati Sambhajinagarcell 4690007536

distance 0.193 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690007844

distance 0.196 · cross-district

#16 · Parbhanicell 4890001099

distance 0.198

#17 · Chhatrapati Sambhajinagarcell 4690008340

distance 0.2 · cross-district

#18 · Parbhanicell 4890001238

distance 0.2

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":4890001224}}}'

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.