Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004739

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011977

distance 0.263 · cross-district

#2 · Jalgaoncell 4780009578

distance 0.286 · cross-district

#3 · Jalgaoncell 4780006696

distance 0.312 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690005210

distance 0.317 · cross-district

#5 · Punecell 4900006422

distance 0.32

#6 · Dharashivcell 4880003915

distance 0.325 · cross-district

#7 · Punecell 4900003768

distance 0.328

#8 · Chhatrapati Sambhajinagarcell 4690003380

distance 0.331 · cross-district

#9 · Dharashivcell 4880000746

distance 0.333 · cross-district

#10 · Jalgaoncell 4780003057

distance 0.343 · cross-district

#11 · Punecell 4900004877

distance 0.347

#12 · Ahmednagarcell 4660000409

distance 0.349 · cross-district

#13 · Chandrapurcell 4730003441

distance 0.349 · cross-district

#14 · Jalgaoncell 4780001526

distance 0.35 · cross-district

#15 · Chandrapurcell 4730003941

distance 0.354 · cross-district

#16 · Jalgaoncell 4780007113

distance 0.358 · cross-district

#17 · Punecell 4900005149

distance 0.358

#18 · Jalgaoncell 4780008003

distance 0.359 · 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":4900004739}}}'

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.