Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000021

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000221

distance 0.204

#2 · Nashikcell 4870005259

distance 0.24 · cross-district

#3 · Punecell 4900000515

distance 0.25

#4 · Punecell 4900000266

distance 0.251

#5 · Ahmednagarcell 4660014256

distance 0.255 · cross-district

#6 · Nashikcell 4870004110

distance 0.256 · cross-district

#7 · Nashikcell 4870004973

distance 0.257 · cross-district

#8 · Punecell 4900000883

distance 0.268

#9 · Solapurcell 4960008389

distance 0.272 · cross-district

#10 · Sataracell 4940001182

distance 0.273 · cross-district

#11 · Nashikcell 4870004254

distance 0.274 · cross-district

#12 · Punecell 4900001900

distance 0.28

#13 · Punecell 4900001476

distance 0.281

#14 · Punecell 4900000117

distance 0.287

#15 · Punecell 4900000572

distance 0.289

#16 · Sataracell 4940001219

distance 0.294 · cross-district

#17 · Ahmednagarcell 4660011831

distance 0.299 · cross-district

#18 · Solapurcell 4960008167

distance 0.299 · 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":4900000021}}}'

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.