Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010151

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

0.87

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.626

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006674

distance 0.626

#2 · Punecell 4900009725

distance 0.744

#3 · Kolhapurcell 4800001169

distance 0.803 · cross-district

#4 · Kolhapurcell 4800001106

distance 0.853 · cross-district

#5 · Thanecell 4970000484

distance 0.901 · cross-district

#6 · Punecell 4900008002

distance 0.978

#7 · Punecell 4900011371

distance 0.995

#8 · Kolhapurcell 4800001108

distance 1.027 · cross-district

#9 · Nagpurcell 4840001401

distance 1.039 · cross-district

#10 · Sataracell 4940003838

distance 1.04 · cross-district

#11 · Punecell 4900007166

distance 1.042

#12 · Chandrapurcell 4730007528

distance 1.05 · cross-district

#13 · Punecell 4900007164

distance 1.051

#14 · Nagpurcell 4840001656

distance 1.052 · cross-district

#15 · Punecell 4900006673

distance 1.074

#16 · Sataracell 4940002357

distance 1.077 · cross-district

#17 · Thanecell 4970003112

distance 1.095 · cross-district

#18 · Sataracell 4940003258

distance 1.105 · 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":4900010151}}}'

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.