Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002815

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 5 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002080

distance 0.16 · cross-district

#2 · Parbhanicell 4890003795

distance 0.182

#3 · Solapurcell 4960001552

distance 0.197 · cross-district

#4 · Jalnacell 4790001177

distance 0.197 · cross-district

#5 · Dharashivcell 4880000468

distance 0.198 · cross-district

#6 · Solapurcell 4960005029

distance 0.199 · cross-district

#7 · Parbhanicell 4890004666

distance 0.199

#8 · Parbhanicell 4890003928

distance 0.201

#9 · Solapurcell 4960005322

distance 0.202 · cross-district

#10 · Solapurcell 4960005930

distance 0.203 · cross-district

#11 · Solapurcell 4960002575

distance 0.203 · cross-district

#12 · Solapurcell 4960005179

distance 0.204 · cross-district

#13 · Solapurcell 4960000460

distance 0.204 · cross-district

#14 · Parbhanicell 4890003378

distance 0.207

#15 · Solapurcell 4960000604

distance 0.208 · cross-district

#16 · Solapurcell 4960001336

distance 0.209 · cross-district

#17 · Dharashivcell 4880000077

distance 0.209 · cross-district

#18 · Beedcell 4700003216

distance 0.21 · 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":4890002815}}}'

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.