Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004842

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

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004774

distance 0.25 · cross-district

#2 · Sanglicell 4930006427

distance 0.254 · cross-district

#3 · Beedcell 4700007093

distance 0.256 · cross-district

#4 · Beedcell 4700004927

distance 0.26 · cross-district

#5 · Beedcell 4700002938

distance 0.261 · cross-district

#6 · Solapurcell 4960000086

distance 0.263 · cross-district

#7 · Sanglicell 4930006062

distance 0.265 · cross-district

#8 · Sataracell 4940003119

distance 0.276 · cross-district

#9 · Beedcell 4700002102

distance 0.276 · cross-district

#10 · Sataracell 4940007065

distance 0.28 · cross-district

#11 · Sanglicell 4930004104

distance 0.282 · cross-district

#12 · Jalgaoncell 4780005936

distance 0.284 · cross-district

#13 · Punecell 4900005514

distance 0.286

#14 · Ahmednagarcell 4660010188

distance 0.288 · cross-district

#15 · Beedcell 4700002759

distance 0.29 · cross-district

#16 · Sanglicell 4930004697

distance 0.29 · cross-district

#17 · Punecell 4900007989

distance 0.293

#18 · Jalgaoncell 4780010143

distance 0.295 · 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":4900004842}}}'

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.