Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007137

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

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660000260

distance 0.268 · cross-district

#2 · Solapurcell 4960002013

distance 0.278 · cross-district

#3 · Beedcell 4700001066

distance 0.285 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000285

distance 0.289 · cross-district

#5 · Beedcell 4700001004

distance 0.29 · cross-district

#6 · Sataracell 4940003019

distance 0.296 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002138

distance 0.298 · cross-district

#8 · Solapurcell 4960003921

distance 0.3 · cross-district

#9 · Beedcell 4700002460

distance 0.311 · cross-district

#10 · Sanglicell 4930004450

distance 0.312 · cross-district

#11 · Beedcell 4700009044

distance 0.316 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003276

distance 0.317 · cross-district

#13 · Solapurcell 4960012596

distance 0.317 · cross-district

#14 · Jalgaoncell 4780004848

distance 0.317 · cross-district

#15 · Hingolicell 4770003678

distance 0.322 · cross-district

#16 · Ahmednagarcell 4660002737

distance 0.322 · cross-district

#17 · Solapurcell 4960012428

distance 0.323 · cross-district

#18 · Punecell 4900001601

distance 0.324

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":4900007137}}}'

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.