Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005389

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005531

distance 0.268

#2 · Sanglicell 4930006883

distance 0.288 · cross-district

#3 · Ahmednagarcell 4660003316

distance 0.291 · cross-district

#4 · Punecell 4900001445

distance 0.291

#5 · Ahmednagarcell 4660014172

distance 0.298 · cross-district

#6 · Solapurcell 4960004761

distance 0.3 · cross-district

#7 · Ahmednagarcell 4660004766

distance 0.306 · cross-district

#8 · Punecell 4900001437

distance 0.312

#9 · Ahmednagarcell 4660014284

distance 0.314 · cross-district

#10 · Kolhapurcell 4800004965

distance 0.317 · cross-district

#11 · Punecell 4900004146

distance 0.321

#12 · Punecell 4900002353

distance 0.331

#13 · Buldhanacell 4720005754

distance 0.332 · cross-district

#14 · Punecell 4900001222

distance 0.332

#15 · Nagpurcell 4840003656

distance 0.335 · cross-district

#16 · Ahmednagarcell 4660011741

distance 0.337 · cross-district

#17 · Kolhapurcell 4800004964

distance 0.337 · cross-district

#18 · Nagpurcell 4840004374

distance 0.343 · 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":4900005389}}}'

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.