Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007130

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007727

distance 0.244

#2 · Punecell 4900000774

distance 0.248

#3 · Punecell 4900007601

distance 0.252

#4 · Punecell 4900007135

distance 0.258

#5 · Punecell 4900007720

distance 0.272

#6 · Sataracell 4940008880

distance 0.276 · cross-district

#7 · Punecell 4900006019

distance 0.288

#8 · Sataracell 4940007769

distance 0.292 · cross-district

#9 · Sataracell 4940008807

distance 0.298 · cross-district

#10 · Punecell 4900011208

distance 0.312

#11 · Punecell 4900010209

distance 0.314

#12 · Sanglicell 4930007168

distance 0.314 · cross-district

#13 · Punecell 4900006623

distance 0.315

#14 · Sataracell 4940004235

distance 0.316 · cross-district

#15 · Punecell 4900007602

distance 0.319

#16 · Punecell 4900007723

distance 0.32

#17 · Punecell 4900006740

distance 0.32

#18 · Sanglicell 4930006633

distance 0.323 · 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":4900007130}}}'

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.