Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002593

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001381

distance 0.231 · cross-district

#2 · Chandrapurcell 4730004420

distance 0.24 · cross-district

#3 · Parbhanicell 4890002517

distance 0.251

#4 · Parbhanicell 4890002512

distance 0.256

#5 · Chhatrapati Sambhajinagarcell 4690000550

distance 0.261 · cross-district

#6 · Nandedcell 4850006006

distance 0.282 · cross-district

#7 · Parbhanicell 4890001776

distance 0.282

#8 · Nagpurcell 4840004957

distance 0.287 · cross-district

#9 · Parbhanicell 4890002595

distance 0.288

#10 · Chhatrapati Sambhajinagarcell 4690001522

distance 0.291 · cross-district

#11 · Parbhanicell 4890001697

distance 0.293

#12 · Chhatrapati Sambhajinagarcell 4690002910

distance 0.295 · cross-district

#13 · Parbhanicell 4890003327

distance 0.296

#14 · Yavatmalcell 5000009868

distance 0.298 · cross-district

#15 · Parbhanicell 4890002010

distance 0.299

#16 · Nandedcell 4850004598

distance 0.299 · cross-district

#17 · Parbhanicell 4890003163

distance 0.3

#18 · Beedcell 4700005287

distance 0.301 · 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":4890002593}}}'

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.