Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004809

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005019

distance 0.278 · cross-district

#2 · Parbhanicell 4890004807

distance 0.279

#3 · Akolacell 4670004352

distance 0.281 · cross-district

#4 · Akolacell 4670000418

distance 0.281 · cross-district

#5 · Buldhanacell 4720005130

distance 0.286 · cross-district

#6 · Washimcell 4990000272

distance 0.286 · cross-district

#7 · Beedcell 4700001330

distance 0.289 · cross-district

#8 · Nagpurcell 4840007136

distance 0.291 · cross-district

#9 · Dharashivcell 4880000737

distance 0.291 · cross-district

#10 · Buldhanacell 4720006223

distance 0.294 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005958

distance 0.301 · cross-district

#12 · Jalnacell 4790002172

distance 0.302 · cross-district

#13 · Solapurcell 4960001083

distance 0.305 · cross-district

#14 · Parbhanicell 4890002811

distance 0.307

#15 · Jalnacell 4790005853

distance 0.308 · cross-district

#16 · Nagpurcell 4840005450

distance 0.31 · cross-district

#17 · Hingolicell 4770001046

distance 0.312 · cross-district

#18 · Chandrapurcell 4730006613

distance 0.312 · 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":4890004809}}}'

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.