Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000034

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000051

distance 0.142

#2 · Punecell 4900000054

distance 0.166

#3 · Punecell 4900000032

distance 0.17

#4 · Punecell 4900000019

distance 0.174

#5 · Punecell 4900001050

distance 0.211

#6 · Jalgaoncell 4780008112

distance 0.213 · cross-district

#7 · Jalgaoncell 4780007991

distance 0.214 · cross-district

#8 · Punecell 4900000328

distance 0.223

#9 · Punecell 4900000685

distance 0.226

#10 · Punecell 4900002806

distance 0.229

#11 · Jalgaoncell 4780008753

distance 0.235 · cross-district

#12 · Punecell 4900002350

distance 0.237

#13 · Jalgaoncell 4780009484

distance 0.237 · cross-district

#14 · Punecell 4900002804

distance 0.24

#15 · Sanglicell 4930000393

distance 0.242 · cross-district

#16 · Jalgaoncell 4780007613

distance 0.243 · cross-district

#17 · Punecell 4900000556

distance 0.243

#18 · Jalgaoncell 4780007615

distance 0.245 · 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":4900000034}}}'

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.