Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003321

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007216

distance 0.207 · cross-district

#2 · Beedcell 4700007619

distance 0.21 · cross-district

#3 · Ahmednagarcell 4660001392

distance 0.215 · cross-district

#4 · Parbhanicell 4890002270

distance 0.233

#5 · Parbhanicell 4890001869

distance 0.234

#6 · Beedcell 4700002541

distance 0.237 · cross-district

#7 · Akolacell 4670003382

distance 0.248 · cross-district

#8 · Akolacell 4670001400

distance 0.252 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002568

distance 0.256 · cross-district

#10 · Washimcell 4990002153

distance 0.256 · cross-district

#11 · Beedcell 4700008863

distance 0.259 · cross-district

#12 · Beedcell 4700008906

distance 0.261 · cross-district

#13 · Nandedcell 4850004481

distance 0.261 · cross-district

#14 · Jalnacell 4790004452

distance 0.265 · cross-district

#15 · Jalnacell 4790001790

distance 0.27 · cross-district

#16 · Nandedcell 4850004462

distance 0.277 · cross-district

#17 · Jalgaoncell 4780001821

distance 0.278 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001982

distance 0.279 · 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":4890003321}}}'

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.