Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000370

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000536

distance 0.204

#2 · Laturcell 4810006053

distance 0.216 · cross-district

#3 · Laturcell 4810006115

distance 0.227 · cross-district

#4 · Parbhanicell 4890000543

distance 0.227

#5 · Parbhanicell 4890000195

distance 0.231

#6 · Parbhanicell 4890000351

distance 0.234

#7 · Parbhanicell 4890000068

distance 0.235

#8 · Laturcell 4810005423

distance 0.235 · cross-district

#9 · Nandedcell 4850003505

distance 0.237 · cross-district

#10 · Laturcell 4810006033

distance 0.237 · cross-district

#11 · Parbhanicell 4890000533

distance 0.238

#12 · Parbhanicell 4890000759

distance 0.241

#13 · Dharashivcell 4880005980

distance 0.241 · cross-district

#14 · Parbhanicell 4890001611

distance 0.244

#15 · Parbhanicell 4890000753

distance 0.246

#16 · Parbhanicell 4890000132

distance 0.249

#17 · Laturcell 4810005848

distance 0.251 · cross-district

#18 · Parbhanicell 4890000510

distance 0.252

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":4890000370}}}'

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.