Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001717

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001403

distance 0.125

#2 · Parbhanicell 4890001330

distance 0.258

#3 · Parbhanicell 4890001465

distance 0.273

#4 · Yavatmalcell 5000006277

distance 0.281 · cross-district

#5 · Parbhanicell 4890002624

distance 0.293

#6 · Parbhanicell 4890001553

distance 0.302

#7 · Beedcell 4700007676

distance 0.31 · cross-district

#8 · Nandedcell 4850003226

distance 0.316 · cross-district

#9 · Parbhanicell 4890001475

distance 0.32

#10 · Nandedcell 4850002682

distance 0.322 · cross-district

#11 · Chandrapurcell 4730005744

distance 0.326 · cross-district

#12 · Laturcell 4810005404

distance 0.327 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000537

distance 0.334 · cross-district

#14 · Jalnacell 4790001489

distance 0.335 · cross-district

#15 · Parbhanicell 4890001635

distance 0.337

#16 · Nandedcell 4850005656

distance 0.337 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000415

distance 0.339 · cross-district

#18 · Laturcell 4810005692

distance 0.342 · 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":4890001717}}}'

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.