Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001753

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002050

distance 0.205

#2 · Punecell 4900000421

distance 0.215

#3 · Punecell 4900008876

distance 0.22

#4 · Punecell 4900005928

distance 0.222

#5 · Punecell 4900005801

distance 0.222

#6 · Punecell 4900006775

distance 0.225

#7 · Ahmednagarcell 4660012948

distance 0.226 · cross-district

#8 · Dharashivcell 4880003721

distance 0.23 · cross-district

#9 · Punecell 4900004327

distance 0.231

#10 · Punecell 4900006061

distance 0.234

#11 · Dharashivcell 4880005940

distance 0.237 · cross-district

#12 · Dharashivcell 4880003658

distance 0.239 · cross-district

#13 · Punecell 4900001100

distance 0.239

#14 · Punecell 4900006650

distance 0.239

#15 · Dharashivcell 4880000332

distance 0.247 · cross-district

#16 · Beedcell 4700007098

distance 0.247 · cross-district

#17 · Punecell 4900000724

distance 0.252

#18 · Sanglicell 4930001568

distance 0.253 · 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":4900001753}}}'

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.