Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001002

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006807

distance 0.176 · cross-district

#2 · Parbhanicell 4890001194

distance 0.178

#3 · Beedcell 4700008044

distance 0.184 · cross-district

#4 · Beedcell 4700004986

distance 0.189 · cross-district

#5 · Parbhanicell 4890000743

distance 0.193

#6 · Parbhanicell 4890000636

distance 0.197

#7 · Parbhanicell 4890001373

distance 0.198

#8 · Beedcell 4700008395

distance 0.201 · cross-district

#9 · Nandedcell 4850001456

distance 0.202 · cross-district

#10 · Ahmednagarcell 4660005844

distance 0.202 · cross-district

#11 · Ahmednagarcell 4660007558

distance 0.203 · cross-district

#12 · Buldhanacell 4720002556

distance 0.204 · cross-district

#13 · Parbhanicell 4890000507

distance 0.204

#14 · Nandedcell 4850004314

distance 0.205 · cross-district

#15 · Ahmednagarcell 4660006540

distance 0.205 · cross-district

#16 · Ahmednagarcell 4660007563

distance 0.209 · cross-district

#17 · Parbhanicell 4890000465

distance 0.209

#18 · Laturcell 4810005677

distance 0.209 · 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":4890001002}}}'

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.