Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002758

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.336

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002899

distance 0.336 · cross-district

#2 · Solapurcell 4960005507

distance 0.359 · cross-district

#3 · Parbhanicell 4890003148

distance 0.36

#4 · Nagpurcell 4840004602

distance 0.361 · cross-district

#5 · Nagpurcell 4840003759

distance 0.364 · cross-district

#6 · Jalnacell 4790004115

distance 0.367 · cross-district

#7 · Nagpurcell 4840002803

distance 0.38 · cross-district

#8 · Kolhapurcell 4800003537

distance 0.388 · cross-district

#9 · Laturcell 4810002956

distance 0.389 · cross-district

#10 · Kolhapurcell 4800004339

distance 0.389 · cross-district

#11 · Nandedcell 4850007947

distance 0.391 · cross-district

#12 · Amravaticell 4680002586

distance 0.392 · cross-district

#13 · Kolhapurcell 4800004252

distance 0.392 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002698

distance 0.394 · cross-district

#15 · Amravaticell 4680001947

distance 0.404 · cross-district

#16 · Ahmednagarcell 4660000829

distance 0.404 · cross-district

#17 · Punecell 4900001444

distance 0.405 · cross-district

#18 · Ahmednagarcell 4660009240

distance 0.417 · 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":4890002758}}}'

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.