Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001775

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001684

distance 0.174

#2 · Parbhanicell 4890003602

distance 0.179

#3 · Parbhanicell 4890001679

distance 0.193

#4 · Parbhanicell 4890003780

distance 0.196

#5 · Jalnacell 4790002147

distance 0.198 · cross-district

#6 · Nagpurcell 4840005197

distance 0.204 · cross-district

#7 · Parbhanicell 4890001855

distance 0.204

#8 · Nagpurcell 4840004364

distance 0.205 · cross-district

#9 · Jalgaoncell 4780004195

distance 0.211 · cross-district

#10 · Solapurcell 4960007605

distance 0.211 · cross-district

#11 · Nagpurcell 4840005879

distance 0.216 · cross-district

#12 · Parbhanicell 4890002424

distance 0.217

#13 · Parbhanicell 4890001687

distance 0.218

#14 · Parbhanicell 4890001915

distance 0.221

#15 · Jalnacell 4790001891

distance 0.222 · cross-district

#16 · Jalgaoncell 4780003740

distance 0.223 · cross-district

#17 · Wardhacell 4980000165

distance 0.224 · cross-district

#18 · Amravaticell 4680001101

distance 0.224 · 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":4890001775}}}'

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.