Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000306

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000265

distance 0.128

#2 · Parbhanicell 4890000261

distance 0.192

#3 · Parbhanicell 4890000408

distance 0.206

#4 · Parbhanicell 4890001071

distance 0.207

#5 · Laturcell 4810006029

distance 0.212 · cross-district

#6 · Parbhanicell 4890000290

distance 0.215

#7 · Parbhanicell 4890001065

distance 0.218

#8 · Beedcell 4700007084

distance 0.219 · cross-district

#9 · Parbhanicell 4890000558

distance 0.219

#10 · Buldhanacell 4720001654

distance 0.224 · cross-district

#11 · Parbhanicell 4890000488

distance 0.228

#12 · Parbhanicell 4890000706

distance 0.229

#13 · Parbhanicell 4890000397

distance 0.232

#14 · Nandedcell 4850003277

distance 0.234 · cross-district

#15 · Buldhanacell 4720002281

distance 0.235 · cross-district

#16 · Parbhanicell 4890000055

distance 0.236

#17 · Nandedcell 4850003969

distance 0.236 · cross-district

#18 · Parbhanicell 4890000307

distance 0.238

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":4890000306}}}'

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.