Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009725

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 4 distinct districts

Index confidence

0.86

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.574

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007166

distance 0.574

#2 · Kolhapurcell 4800001168

distance 0.677 · cross-district

#3 · Punecell 4900010151

distance 0.744

#4 · Kolhapurcell 4800001108

distance 0.787 · cross-district

#5 · Punecell 4900007164

distance 0.789

#6 · Thanecell 4970000484

distance 0.818 · cross-district

#7 · Thanecell 4970000427

distance 0.828 · cross-district

#8 · Thanecell 4970000612

distance 0.852 · cross-district

#9 · Punecell 4900008002

distance 0.854

#10 · Punecell 4900006673

distance 0.855

#11 · Punecell 4900006550

distance 0.861

#12 · Punecell 4900006674

distance 0.863

#13 · Thanecell 4970003244

distance 0.876 · cross-district

#14 · Thanecell 4970000547

distance 0.912 · cross-district

#15 · Punecell 4900011371

distance 0.918

#16 · Sataracell 4940003032

distance 0.938 · cross-district

#17 · Kolhapurcell 4800001106

distance 1.003 · cross-district

#18 · Sataracell 4940002699

distance 1.008 · 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":4900009725}}}'

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.