Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005377

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

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002536

distance 0.243 · cross-district

#2 · Parbhanicell 4890005435

distance 0.252

#3 · Parbhanicell 4890005378

distance 0.258

#4 · Jalgaoncell 4780004617

distance 0.259 · cross-district

#5 · Hingolicell 4770002607

distance 0.274 · cross-district

#6 · Parbhanicell 4890005349

distance 0.278

#7 · Parbhanicell 4890005449

distance 0.283

#8 · Parbhanicell 4890005450

distance 0.29

#9 · Jalgaoncell 4780004505

distance 0.296 · cross-district

#10 · Beedcell 4700003624

distance 0.297 · cross-district

#11 · Hingolicell 4770002737

distance 0.298 · cross-district

#12 · Nagpurcell 4840007611

distance 0.3 · cross-district

#13 · Hingolicell 4770002898

distance 0.304 · cross-district

#14 · Parbhanicell 4890005379

distance 0.309

#15 · Hingolicell 4770002891

distance 0.312 · cross-district

#16 · Hingolicell 4770001678

distance 0.322 · cross-district

#17 · Nagpurcell 4840007959

distance 0.322 · cross-district

#18 · Hingolicell 4770001731

distance 0.324 · 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":4890005377}}}'

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.