Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001143

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005014

distance 0.185 · cross-district

#2 · Amravaticell 4680003010

distance 0.188 · cross-district

#3 · Solapurcell 4960005314

distance 0.198 · cross-district

#4 · Washimcell 4990001081

distance 0.201 · cross-district

#5 · Jalgaoncell 4780000953

distance 0.22 · cross-district

#6 · Beedcell 4700003500

distance 0.221 · cross-district

#7 · Buldhanacell 4720001452

distance 0.221 · cross-district

#8 · Jalgaoncell 4780002040

distance 0.223 · cross-district

#9 · Jalgaoncell 4780003057

distance 0.226 · cross-district

#10 · Yavatmalcell 5000001776

distance 0.228 · cross-district

#11 · Beedcell 4700009046

distance 0.228 · cross-district

#12 · Solapurcell 4960005163

distance 0.235 · cross-district

#13 · Amravaticell 4680007058

distance 0.235 · cross-district

#14 · Dharashivcell 4880000312

distance 0.238 · cross-district

#15 · Parbhanicell 4890002628

distance 0.239

#16 · Amravaticell 4680000254

distance 0.242 · cross-district

#17 · Jalnacell 4790001298

distance 0.245 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003380

distance 0.246 · 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":4890001143}}}'

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.