Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001043

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001110

distance 0.167

#2 · Parbhanicell 4890000488

distance 0.233

#3 · Parbhanicell 4890000305

distance 0.245

#4 · Jalgaoncell 4780001376

distance 0.277 · cross-district

#5 · Parbhanicell 4890000538

distance 0.279

#6 · Chhatrapati Sambhajinagarcell 4690007469

distance 0.281 · cross-district

#7 · Wardhacell 4980002873

distance 0.283 · cross-district

#8 · Parbhanicell 4890000172

distance 0.286

#9 · Parbhanicell 4890000307

distance 0.288

#10 · Laturcell 4810006112

distance 0.292 · cross-district

#11 · Parbhanicell 4890000055

distance 0.295

#12 · Chandrapurcell 4730006546

distance 0.297 · cross-district

#13 · Jalgaoncell 4780000322

distance 0.3 · cross-district

#14 · Parbhanicell 4890000372

distance 0.3

#15 · Amravaticell 4680000392

distance 0.301 · cross-district

#16 · Parbhanicell 4890000290

distance 0.302

#17 · Ahmednagarcell 4660008293

distance 0.305 · cross-district

#18 · Parbhanicell 4890000204

distance 0.307

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":4890001043}}}'

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.