Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004133

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.316

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003629

distance 0.316

#2 · Jalnacell 4790004131

distance 0.326

#3 · Jalnacell 4790003824

distance 0.331

#4 · Laturcell 4810003323

distance 0.332 · cross-district

#5 · Jalnacell 4790003876

distance 0.336

#6 · Dhulecell 4740001678

distance 0.358 · cross-district

#7 · Laturcell 4810003221

distance 0.364 · cross-district

#8 · Ahmednagarcell 4660009053

distance 0.367 · cross-district

#9 · Jalgaoncell 4780005100

distance 0.369 · cross-district

#10 · Nandedcell 4850001978

distance 0.375 · cross-district

#11 · Dharashivcell 4880005503

distance 0.38 · cross-district

#12 · Jalnacell 4790003302

distance 0.384

#13 · Nagpurcell 4840003654

distance 0.396 · cross-district

#14 · Solapurcell 4960007711

distance 0.397 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000175

distance 0.397 · cross-district

#16 · Ahmednagarcell 4660000914

distance 0.398 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001544

distance 0.402 · cross-district

#18 · Jalgaoncell 4780001360

distance 0.403 · 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":4790004133}}}'

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.