Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011243

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 9 distinct districts

Index confidence

0.87

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.531

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009826

distance 0.531

#2 · Thanecell 4970000680

distance 0.845 · cross-district

#3 · Nagpurcell 4840000297

distance 0.93 · cross-district

#4 · Raigadcell 4910005039

distance 1.014 · cross-district

#5 · Kolhapurcell 4800002372

distance 1.029 · cross-district

#6 · Thanecell 4970003283

distance 1.037 · cross-district

#7 · Nandurbarcell 4860004975

distance 1.04 · cross-district

#8 · Punecell 4900008110

distance 1.052

#9 · Kolhapurcell 4800002323

distance 1.061 · cross-district

#10 · Nandurbarcell 4860005053

distance 1.068 · cross-district

#11 · Hingolicell 4770002752

distance 1.076 · cross-district

#12 · Wardhacell 4980000675

distance 1.078 · cross-district

#13 · Nagpurcell 4840007746

distance 1.079 · cross-district

#14 · Raigadcell 4910005087

distance 1.079 · cross-district

#15 · Nagpurcell 4840001484

distance 1.082 · cross-district

#16 · Nagpurcell 4840001571

distance 1.083 · cross-district

#17 · Solapurcell 4960006327

distance 1.091 · cross-district

#18 · Kolhapurcell 4800006482

distance 1.093 · 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":4900011243}}}'

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.