Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000004

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000438

distance 0.26

#2 · Nandedcell 4850003385

distance 0.281 · cross-district

#3 · Sataracell 4940000988

distance 0.292 · cross-district

#4 · Nashikcell 4870004110

distance 0.309 · cross-district

#5 · Punecell 4900000774

distance 0.312

#6 · Solapurcell 4960009177

distance 0.315 · cross-district

#7 · Punecell 4900003229

distance 0.317

#8 · Punecell 4900003220

distance 0.322

#9 · Solapurcell 4960008390

distance 0.326 · cross-district

#10 · Nashikcell 4870002554

distance 0.326 · cross-district

#11 · Ahmednagarcell 4660014446

distance 0.327 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001834

distance 0.333 · cross-district

#13 · Punecell 4900006772

distance 0.333

#14 · Punecell 4900000021

distance 0.334

#15 · Punecell 4900000024

distance 0.334

#16 · Jalgaoncell 4780004595

distance 0.336 · cross-district

#17 · Sanglicell 4930007125

distance 0.336 · cross-district

#18 · Sataracell 4940000990

distance 0.337 · 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":4900000004}}}'

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.