Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002672

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690002910

distance 0.279 · cross-district

#2 · Parbhanicell 4890003327

distance 0.282

#3 · Parbhanicell 4890002014

distance 0.287

#4 · Beedcell 4700007557

distance 0.301 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002917

distance 0.301 · cross-district

#6 · Sanglicell 4930002549

distance 0.302 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003125

distance 0.304 · cross-district

#8 · Nagpurcell 4840004488

distance 0.319 · cross-district

#9 · Parbhanicell 4890002593

distance 0.322

#10 · Parbhanicell 4890002422

distance 0.322

#11 · Yavatmalcell 5000007865

distance 0.323 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690005359

distance 0.325 · cross-district

#13 · Nagpurcell 4840005202

distance 0.328 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002606

distance 0.33 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001892

distance 0.33 · cross-district

#16 · Chandrapurcell 4730004420

distance 0.332 · cross-district

#17 · Ahmednagarcell 4660012379

distance 0.333 · cross-district

#18 · Sanglicell 4930000948

distance 0.334 · 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":4890002672}}}'

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.