Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010637

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011816

distance 0.154

#2 · Punecell 4900010729

distance 0.161

#3 · Ahmednagarcell 4660004139

distance 0.17 · cross-district

#4 · Punecell 4900010724

distance 0.174

#5 · Punecell 4900011057

distance 0.18

#6 · Punecell 4900010815

distance 0.18

#7 · Punecell 4900010559

distance 0.19

#8 · Punecell 4900009403

distance 0.191

#9 · Ahmednagarcell 4660004074

distance 0.193 · cross-district

#10 · Ahmednagarcell 4660003369

distance 0.2 · cross-district

#11 · Ahmednagarcell 4660004633

distance 0.202 · cross-district

#12 · Punecell 4900010473

distance 0.205

#13 · Ahmednagarcell 4660003961

distance 0.209 · cross-district

#14 · Ahmednagarcell 4660003368

distance 0.213 · cross-district

#15 · Punecell 4900011616

distance 0.217

#16 · Punecell 4900011487

distance 0.22

#17 · Punecell 4900008623

distance 0.22

#18 · Punecell 4900006279

distance 0.223

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":4900010637}}}'

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.