Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001127

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001254

distance 0.194

#2 · Nandedcell 4850003588

distance 0.214 · cross-district

#3 · Parbhanicell 4890001246

distance 0.286

#4 · Beedcell 4700007086

distance 0.304 · cross-district

#5 · Washimcell 4990003082

distance 0.328 · cross-district

#6 · Parbhanicell 4890000804

distance 0.334

#7 · Parbhanicell 4890001119

distance 0.335

#8 · Nandedcell 4850004117

distance 0.338 · cross-district

#9 · Jalgaoncell 4780000536

distance 0.353 · cross-district

#10 · Beedcell 4700007744

distance 0.353 · cross-district

#11 · Nandedcell 4850002897

distance 0.371 · cross-district

#12 · Parbhanicell 4890001185

distance 0.371

#13 · Laturcell 4810001436

distance 0.382 · cross-district

#14 · Laturcell 4810005475

distance 0.393 · cross-district

#15 · Parbhanicell 4890002800

distance 0.394

#16 · Nashikcell 4870006472

distance 0.399 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000030

distance 0.408 · cross-district

#18 · Solapurcell 4960004714

distance 0.421 · 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":4890001127}}}'

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.