Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001169

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001363

distance 0.163

#2 · Parbhanicell 4890001288

distance 0.17

#3 · Parbhanicell 4890001299

distance 0.181

#4 · Parbhanicell 4890001362

distance 0.217

#5 · Parbhanicell 4890001286

distance 0.233

#6 · Parbhanicell 4890001427

distance 0.236

#7 · Amravaticell 4680001110

distance 0.264 · cross-district

#8 · Parbhanicell 4890001047

distance 0.266

#9 · Parbhanicell 4890001606

distance 0.268

#10 · Wardhacell 4980002872

distance 0.269 · cross-district

#11 · Parbhanicell 4890001592

distance 0.274

#12 · Parbhanicell 4890001527

distance 0.276

#13 · Parbhanicell 4890001293

distance 0.277

#14 · Parbhanicell 4890001300

distance 0.284

#15 · Ahmednagarcell 4660009621

distance 0.289 · cross-district

#16 · Wardhacell 4980002541

distance 0.294 · cross-district

#17 · Parbhanicell 4890000872

distance 0.296

#18 · Laturcell 4810006115

distance 0.304 · 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":4890001169}}}'

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.