Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790003752

The MH-36 locality cells most similar to this Jalna 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690005016

distance 0.155 · cross-district

#2 · Parbhanicell 4890004621

distance 0.161 · cross-district

#3 · Parbhanicell 4890005307

distance 0.169 · cross-district

#4 · Parbhanicell 4890001688

distance 0.173 · cross-district

#5 · Nagpurcell 4840005196

distance 0.177 · cross-district

#6 · Solapurcell 4960001794

distance 0.182 · cross-district

#7 · Jalnacell 4790002247

distance 0.188

#8 · Jalnacell 4790002400

distance 0.188

#9 · Parbhanicell 4890004427

distance 0.194 · cross-district

#10 · Solapurcell 4960001324

distance 0.195 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690004401

distance 0.197 · cross-district

#12 · Wardhacell 4980001646

distance 0.198 · cross-district

#13 · Solapurcell 4960003007

distance 0.198 · cross-district

#14 · Solapurcell 4960002998

distance 0.201 · cross-district

#15 · Jalnacell 4790003586

distance 0.202

#16 · Solapurcell 4960005016

distance 0.203 · cross-district

#17 · Beedcell 4700006299

distance 0.203 · cross-district

#18 · Nagpurcell 4840005333

distance 0.204 · 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":479,"cluster_id":4790003752}}}'

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.