Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001751

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006042

distance 0.222

#2 · Punecell 4900000167

distance 0.229

#3 · Nashikcell 4870003705

distance 0.24 · cross-district

#4 · Punecell 4900002044

distance 0.242

#5 · Punecell 4900004041

distance 0.243

#6 · Punecell 4900000219

distance 0.247

#7 · Punecell 4900006540

distance 0.258

#8 · Solapurcell 4960002681

distance 0.263 · cross-district

#9 · Ahmednagarcell 4660008695

distance 0.263 · cross-district

#10 · Punecell 4900002352

distance 0.264

#11 · Ahmednagarcell 4660012514

distance 0.265 · cross-district

#12 · Sanglicell 4930004422

distance 0.268 · cross-district

#13 · Punecell 4900000725

distance 0.27

#14 · Punecell 4900006897

distance 0.27

#15 · Punecell 4900000470

distance 0.27

#16 · Punecell 4900002200

distance 0.271

#17 · Dharashivcell 4880000372

distance 0.272 · cross-district

#18 · Solapurcell 4960005829

distance 0.272 · 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":4900001751}}}'

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.