Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004422

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006996

distance 0.181 · cross-district

#2 · Jalnacell 4790001414

distance 0.199 · cross-district

#3 · Parbhanicell 4890004267

distance 0.213

#4 · Beedcell 4700005161

distance 0.218 · cross-district

#5 · Jalnacell 4790006462

distance 0.248 · cross-district

#6 · Amravaticell 4680002097

distance 0.248 · cross-district

#7 · Jalgaoncell 4780001834

distance 0.256 · cross-district

#8 · Parbhanicell 4890004420

distance 0.259

#9 · Solapurcell 4960006954

distance 0.265 · cross-district

#10 · Amravaticell 4680004298

distance 0.267 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690008691

distance 0.269 · cross-district

#12 · Parbhanicell 4890004423

distance 0.272

#13 · Nagpurcell 4840005710

distance 0.275 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690007777

distance 0.28 · cross-district

#15 · Jalgaoncell 4780002953

distance 0.281 · cross-district

#16 · Parbhanicell 4890003949

distance 0.282

#17 · Nagpurcell 4840007571

distance 0.284 · cross-district

#18 · Jalgaoncell 4780001718

distance 0.287 · 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":4890004422}}}'

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.