Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001804

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

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001417

distance 0.087

#2 · Beedcell 4700007267

distance 0.176 · cross-district

#3 · Jalnacell 4790001496

distance 0.179

#4 · Beedcell 4700007268

distance 0.189 · cross-district

#5 · Laturcell 4810003086

distance 0.209 · cross-district

#6 · Beedcell 4700007446

distance 0.213 · cross-district

#7 · Jalnacell 4790001884

distance 0.223

#8 · Beedcell 4700007444

distance 0.238 · cross-district

#9 · Dharashivcell 4880006020

distance 0.238 · cross-district

#10 · Jalnacell 4790001572

distance 0.243

#11 · Amravaticell 4680006632

distance 0.246 · cross-district

#12 · Jalnacell 4790001725

distance 0.253

#13 · Ahmednagarcell 4660008226

distance 0.263 · cross-district

#14 · Yavatmalcell 5000006275

distance 0.272 · cross-district

#15 · Amravaticell 4680000814

distance 0.273 · cross-district

#16 · Ahmednagarcell 4660008080

distance 0.275 · cross-district

#17 · Yavatmalcell 5000006412

distance 0.279 · cross-district

#18 · Beedcell 4700007356

distance 0.28 · 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":4790001804}}}'

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.