Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005168

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005128

distance 0.116

#2 · Parbhanicell 4890005199

distance 0.159

#3 · Parbhanicell 4890005295

distance 0.175

#4 · Parbhanicell 4890005288

distance 0.186

#5 · Hingolicell 4770002346

distance 0.186 · cross-district

#6 · Parbhanicell 4890005226

distance 0.197

#7 · Hingolicell 4770002345

distance 0.197 · cross-district

#8 · Parbhanicell 4890004767

distance 0.2

#9 · Parbhanicell 4890004860

distance 0.202

#10 · Parbhanicell 4890005052

distance 0.202

#11 · Buldhanacell 4720007984

distance 0.203 · cross-district

#12 · Parbhanicell 4890005198

distance 0.204

#13 · Parbhanicell 4890005157

distance 0.206

#14 · Parbhanicell 4890005258

distance 0.21

#15 · Parbhanicell 4890005127

distance 0.21

#16 · Hingolicell 4770003376

distance 0.21 · cross-district

#17 · Parbhanicell 4890005232

distance 0.214

#18 · Parbhanicell 4890004861

distance 0.216

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":4890005168}}}'

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.