Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005053

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003354

distance 0.212 · cross-district

#2 · Amravaticell 4680003760

distance 0.223 · cross-district

#3 · Parbhanicell 4890005222

distance 0.231

#4 · Nagpurcell 4840007335

distance 0.245 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000838

distance 0.245 · cross-district

#6 · Buldhanacell 4720007453

distance 0.247 · cross-district

#7 · Solapurcell 4960002029

distance 0.248 · cross-district

#8 · Solapurcell 4960001536

distance 0.249 · cross-district

#9 · Buldhanacell 4720005579

distance 0.251 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001720

distance 0.251 · cross-district

#11 · Buldhanacell 4720007870

distance 0.252 · cross-district

#12 · Parbhanicell 4890004251

distance 0.253

#13 · Nagpurcell 4840004695

distance 0.255 · cross-district

#14 · Hingolicell 4770001398

distance 0.256 · cross-district

#15 · Jalnacell 4790001904

distance 0.258 · cross-district

#16 · Nagpurcell 4840006814

distance 0.259 · cross-district

#17 · Buldhanacell 4720006507

distance 0.259 · cross-district

#18 · Parbhanicell 4890003780

distance 0.26

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":4890005053}}}'

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.