Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001490

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001411

distance 0.197

#2 · Beedcell 4700005788

distance 0.23 · cross-district

#3 · Jalnacell 4790004016

distance 0.239 · cross-district

#4 · Parbhanicell 4890004291

distance 0.241

#5 · Solapurcell 4960001685

distance 0.243 · cross-district

#6 · Beedcell 4700007242

distance 0.247 · cross-district

#7 · Jalnacell 4790003070

distance 0.249 · cross-district

#8 · Solapurcell 4960000876

distance 0.25 · cross-district

#9 · Dharashivcell 4880006078

distance 0.25 · cross-district

#10 · Solapurcell 4960000976

distance 0.255 · cross-district

#11 · Parbhanicell 4890001413

distance 0.255

#12 · Solapurcell 4960002994

distance 0.256 · cross-district

#13 · Solapurcell 4960003731

distance 0.259 · cross-district

#14 · Solapurcell 4960000970

distance 0.26 · cross-district

#15 · Parbhanicell 4890005178

distance 0.261

#16 · Jalnacell 4790004019

distance 0.262 · cross-district

#17 · Sanglicell 4930004870

distance 0.263 · cross-district

#18 · Buldhanacell 4720005761

distance 0.264 · 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":4890001490}}}'

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.