Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002540

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002701

distance 0.196

#2 · Parbhanicell 4890002380

distance 0.243

#3 · Parbhanicell 4890002618

distance 0.261

#4 · Hingolicell 4770001216

distance 0.286 · cross-district

#5 · Hingolicell 4770000969

distance 0.295 · cross-district

#6 · Hingolicell 4770001212

distance 0.301 · cross-district

#7 · Hingolicell 4770001213

distance 0.305 · cross-district

#8 · Parbhanicell 4890002539

distance 0.311

#9 · Parbhanicell 4890003112

distance 0.332

#10 · Bhandaracell 4710001251

distance 0.341 · cross-district

#11 · Hingolicell 4770003929

distance 0.346 · cross-district

#12 · Hingolicell 4770004023

distance 0.346 · cross-district

#13 · Bhandaracell 4710001161

distance 0.349 · cross-district

#14 · Parbhanicell 4890003271

distance 0.355

#15 · Parbhanicell 4890002461

distance 0.356

#16 · Bhandaracell 4710000811

distance 0.362 · cross-district

#17 · Chandrapurcell 4730003574

distance 0.365 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690008799

distance 0.366 · 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":4890002540}}}'

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.