Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005216

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005357

distance 0.121

#2 · Parbhanicell 4890004979

distance 0.163

#3 · Wardhacell 4980003584

distance 0.204 · cross-district

#4 · Jalgaoncell 4780005658

distance 0.205 · cross-district

#5 · Parbhanicell 4890004616

distance 0.205

#6 · Parbhanicell 4890005180

distance 0.206

#7 · Parbhanicell 4890005067

distance 0.207

#8 · Beedcell 4700006693

distance 0.208 · cross-district

#9 · Jalnacell 4790003328

distance 0.215 · cross-district

#10 · Parbhanicell 4890005258

distance 0.219

#11 · Parbhanicell 4890004890

distance 0.222

#12 · Parbhanicell 4890005385

distance 0.224

#13 · Parbhanicell 4890005329

distance 0.225

#14 · Wardhacell 4980005277

distance 0.233 · cross-district

#15 · Parbhanicell 4890005381

distance 0.236

#16 · Parbhanicell 4890005272

distance 0.237

#17 · Parbhanicell 4890005187

distance 0.237

#18 · Buldhanacell 4720004925

distance 0.239 · 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":4890005216}}}'

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.