Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003097

The MH-36 locality cells most similar to this Pune 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002959

distance 0.246

#2 · Beedcell 4700002293

distance 0.326 · cross-district

#3 · Ahmednagarcell 4660008373

distance 0.333 · cross-district

#4 · Solapurcell 4960011291

distance 0.338 · cross-district

#5 · Ahmednagarcell 4660003536

distance 0.371 · cross-district

#6 · Ahmednagarcell 4660002028

distance 0.373 · cross-district

#7 · Solapurcell 4960011893

distance 0.383 · cross-district

#8 · Ahmednagarcell 4660008374

distance 0.385 · cross-district

#9 · Punecell 4900002814

distance 0.386

#10 · Solapurcell 4960011479

distance 0.386 · cross-district

#11 · Punecell 4900001228

distance 0.388

#12 · Solapurcell 4960011480

distance 0.389 · cross-district

#13 · Solapurcell 4960011384

distance 0.394 · cross-district

#14 · Nandedcell 4850003790

distance 0.394 · cross-district

#15 · Ahmednagarcell 4660003772

distance 0.397 · cross-district

#16 · Punecell 4900002651

distance 0.407

#17 · Ahmednagarcell 4660002435

distance 0.407 · cross-district

#18 · Dharashivcell 4880005856

distance 0.414 · 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":490,"cluster_id":4900003097}}}'

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.