Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001004

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008839

distance 0.206 · cross-district

#2 · Punecell 4900001003

distance 0.206

#3 · Solapurcell 4960008480

distance 0.207 · cross-district

#4 · Punecell 4900007126

distance 0.216

#5 · Sataracell 4940007263

distance 0.231 · cross-district

#6 · Punecell 4900000022

distance 0.241

#7 · Sataracell 4940008539

distance 0.243 · cross-district

#8 · Sataracell 4940007768

distance 0.243 · cross-district

#9 · Kolhapurcell 4800004350

distance 0.244 · cross-district

#10 · Sataracell 4940008187

distance 0.244 · cross-district

#11 · Punecell 4900000959

distance 0.246

#12 · Punecell 4900002127

distance 0.247

#13 · Kolhapurcell 4800004189

distance 0.248 · cross-district

#14 · Solapurcell 4960003097

distance 0.249 · cross-district

#15 · Sanglicell 4930007048

distance 0.25 · cross-district

#16 · Sataracell 4940008692

distance 0.251 · cross-district

#17 · Solapurcell 4960005966

distance 0.252 · cross-district

#18 · Punecell 4900001005

distance 0.252

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":4900001004}}}'

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.