Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003148

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.3

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005507

distance 0.3 · cross-district

#2 · Solapurcell 4960009393

distance 0.3 · cross-district

#3 · Kolhapurcell 4800003537

distance 0.344 · cross-district

#4 · Wardhacell 4980002458

distance 0.354 · cross-district

#5 · Parbhanicell 4890002758

distance 0.36

#6 · Ahmednagarcell 4660002587

distance 0.379 · cross-district

#7 · Ahmednagarcell 4660000829

distance 0.384 · cross-district

#8 · Laturcell 4810000901

distance 0.388 · cross-district

#9 · Beedcell 4700005259

distance 0.391 · cross-district

#10 · Amravaticell 4680001947

distance 0.406 · cross-district

#11 · Jalnacell 4790004115

distance 0.416 · cross-district

#12 · Solapurcell 4960005301

distance 0.417 · cross-district

#13 · Laturcell 4810002956

distance 0.418 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003568

distance 0.42 · cross-district

#15 · Sanglicell 4930000255

distance 0.427 · cross-district

#16 · Kolhapurcell 4800004252

distance 0.428 · cross-district

#17 · Chandrapurcell 4730002032

distance 0.43 · cross-district

#18 · Kolhapurcell 4800004423

distance 0.433 · 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":4890003148}}}'

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.