Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003267

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005456

distance 0.23 · cross-district

#2 · Laturcell 4810004771

distance 0.255 · cross-district

#3 · Parbhanicell 4890001712

distance 0.267

#4 · Laturcell 4810004375

distance 0.281 · cross-district

#5 · Laturcell 4810004773

distance 0.288 · cross-district

#6 · Laturcell 4810004287

distance 0.289 · cross-district

#7 · Parbhanicell 4890003413

distance 0.293

#8 · Laturcell 4810004672

distance 0.297 · cross-district

#9 · Laturcell 4810005215

distance 0.299 · cross-district

#10 · Laturcell 4810004275

distance 0.302 · cross-district

#11 · Laturcell 4810005462

distance 0.312 · cross-district

#12 · Laturcell 4810004571

distance 0.318 · cross-district

#13 · Laturcell 4810005131

distance 0.325 · cross-district

#14 · Laturcell 4810004466

distance 0.328 · cross-district

#15 · Laturcell 4810005211

distance 0.332 · cross-district

#16 · Laturcell 4810004576

distance 0.334 · cross-district

#17 · Laturcell 4810004664

distance 0.337 · cross-district

#18 · Laturcell 4810004959

distance 0.34 · 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":4890003267}}}'

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.