Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006159

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.344

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780009300

distance 0.344 · cross-district

#2 · Punecell 4900005776

distance 0.345

#3 · Chhatrapati Sambhajinagarcell 4690001403

distance 0.352 · cross-district

#4 · Sanglicell 4930005839

distance 0.362 · cross-district

#5 · Punecell 4900010019

distance 0.365

#6 · Solapurcell 4960008142

distance 0.367 · cross-district

#7 · Ahmednagarcell 4660012738

distance 0.375 · cross-district

#8 · Ahmednagarcell 4660011418

distance 0.383 · cross-district

#9 · Ahmednagarcell 4660004317

distance 0.388 · cross-district

#10 · Sanglicell 4930000211

distance 0.394 · cross-district

#11 · Punecell 4900008309

distance 0.4

#12 · Jalgaoncell 4780006089

distance 0.404 · cross-district

#13 · Sataracell 4940008216

distance 0.407 · cross-district

#14 · Nashikcell 4870005559

distance 0.409 · cross-district

#15 · Punecell 4900001222

distance 0.413

#16 · Kolhapurcell 4800005776

distance 0.414 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003022

distance 0.418 · cross-district

#18 · Parbhanicell 4890003838

distance 0.418 · 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":4900006159}}}'

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.