Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790006421

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790006514

distance 0.24

#2 · Jalnacell 4790001891

distance 0.243

#3 · Solapurcell 4960002046

distance 0.246 · cross-district

#4 · Jalnacell 4790002144

distance 0.25

#5 · Jalgaoncell 4780002051

distance 0.25 · cross-district

#6 · Jalnacell 4790006471

distance 0.258

#7 · Jalnacell 4790004816

distance 0.265

#8 · Jalnacell 4790004637

distance 0.265

#9 · Buldhanacell 4720001005

distance 0.266 · cross-district

#10 · Wardhacell 4980002971

distance 0.268 · cross-district

#11 · Solapurcell 4960004399

distance 0.268 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690005003

distance 0.269 · cross-district

#13 · Parbhanicell 4890004112

distance 0.269 · cross-district

#14 · Parbhanicell 4890004052

distance 0.269 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005004

distance 0.271 · cross-district

#16 · Beedcell 4700007718

distance 0.271 · cross-district

#17 · Jalnacell 4790002665

distance 0.272

#18 · Solapurcell 4960006658

distance 0.273 · 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":4790006421}}}'

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.