Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004180

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001171

distance 0.213

#2 · Kolhapurcell 4800003959

distance 0.217 · cross-district

#3 · Sataracell 4940008000

distance 0.219 · cross-district

#4 · Kolhapurcell 4800004030

distance 0.223 · cross-district

#5 · Kolhapurcell 4800004971

distance 0.228 · cross-district

#6 · Kolhapurcell 4800004107

distance 0.229 · cross-district

#7 · Kolhapurcell 4800004613

distance 0.236 · cross-district

#8 · Kolhapurcell 4800004708

distance 0.236 · cross-district

#9 · Sataracell 4940004953

distance 0.239 · cross-district

#10 · Punecell 4900001008

distance 0.24

#11 · Punecell 4900000905

distance 0.241

#12 · Kolhapurcell 4800004444

distance 0.241 · cross-district

#13 · Kolhapurcell 4800004520

distance 0.249 · cross-district

#14 · Kolhapurcell 4800004972

distance 0.25 · cross-district

#15 · Punecell 4900002646

distance 0.251

#16 · Punecell 4900000705

distance 0.252

#17 · Kolhapurcell 4800003812

distance 0.256 · cross-district

#18 · Solapurcell 4960010712

distance 0.256 · 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":4900004180}}}'

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.