Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000191

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000631

distance 0.211

#2 · Nandedcell 4850001221

distance 0.227 · cross-district

#3 · Parbhanicell 4890000661

distance 0.233

#4 · Hingolicell 4770000120

distance 0.243 · cross-district

#5 · Ahmednagarcell 4660011437

distance 0.245 · cross-district

#6 · Parbhanicell 4890000438

distance 0.247

#7 · Laturcell 4810005845

distance 0.248 · cross-district

#8 · Hingolicell 4770000296

distance 0.249 · cross-district

#9 · Beedcell 4700008990

distance 0.253 · cross-district

#10 · Laturcell 4810005016

distance 0.254 · cross-district

#11 · Parbhanicell 4890001612

distance 0.257

#12 · Parbhanicell 4890000420

distance 0.261

#13 · Nandedcell 4850005466

distance 0.265 · cross-district

#14 · Laturcell 4810004910

distance 0.265 · cross-district

#15 · Nandedcell 4850004320

distance 0.266 · cross-district

#16 · Hingolicell 4770000248

distance 0.268 · cross-district

#17 · Ahmednagarcell 4660005952

distance 0.269 · cross-district

#18 · Beedcell 4700006019

distance 0.27 · 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":4890000191}}}'

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.