Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005658

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005652

distance 0.169

#2 · Punecell 4900005251

distance 0.17

#3 · Punecell 4900007390

distance 0.176

#4 · Punecell 4900005250

distance 0.182

#5 · Punecell 4900005920

distance 0.185

#6 · Punecell 4900005793

distance 0.191

#7 · Punecell 4900005394

distance 0.202

#8 · Punecell 4900001340

distance 0.206

#9 · Punecell 4900005522

distance 0.208

#10 · Solapurcell 4960007605

distance 0.209 · cross-district

#11 · Punecell 4900004590

distance 0.21

#12 · Punecell 4900009716

distance 0.212

#13 · Punecell 4900007518

distance 0.213

#14 · Punecell 4900005386

distance 0.215

#15 · Punecell 4900005401

distance 0.216

#16 · Punecell 4900006889

distance 0.217

#17 · Jalgaoncell 4780004301

distance 0.217 · cross-district

#18 · Jalgaoncell 4780004177

distance 0.22 · 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":4900005658}}}'

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.