Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001635

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001330

distance 0.231

#2 · Chandrapurcell 4730004821

distance 0.24 · cross-district

#3 · Parbhanicell 4890001475

distance 0.241

#4 · Parbhanicell 4890001553

distance 0.245

#5 · Parbhanicell 4890001332

distance 0.253

#6 · Chhatrapati Sambhajinagarcell 4690000724

distance 0.256 · cross-district

#7 · Parbhanicell 4890002624

distance 0.259

#8 · Parbhanicell 4890001403

distance 0.278

#9 · Chhatrapati Sambhajinagarcell 4690000687

distance 0.303 · cross-district

#10 · Yavatmalcell 5000003620

distance 0.306 · cross-district

#11 · Hingolicell 4770002896

distance 0.308 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000457

distance 0.31 · cross-district

#13 · Jalgaoncell 4780006689

distance 0.313 · cross-district

#14 · Laturcell 4810005460

distance 0.314 · cross-district

#15 · Jalnacell 4790000423

distance 0.314 · cross-district

#16 · Ahmednagarcell 4660011279

distance 0.316 · cross-district

#17 · Chandrapurcell 4730004914

distance 0.317 · cross-district

#18 · Beedcell 4700007447

distance 0.321 · 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":4890001635}}}'

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.