Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006898

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960001068

distance 0.266 · cross-district

#2 · Solapurcell 4960006772

distance 0.352 · cross-district

#3 · Beedcell 4700000797

distance 0.367 · cross-district

#4 · Jalgaoncell 4780005742

distance 0.38 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000416

distance 0.385 · cross-district

#6 · Punecell 4900010119

distance 0.388

#7 · Nagpurcell 4840003653

distance 0.388 · cross-district

#8 · Nashikcell 4870010582

distance 0.394 · cross-district

#9 · Solapurcell 4960005617

distance 0.396 · cross-district

#10 · Ahmednagarcell 4660001432

distance 0.4 · cross-district

#11 · Sanglicell 4930005900

distance 0.405 · cross-district

#12 · Solapurcell 4960005003

distance 0.408 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000338

distance 0.409 · cross-district

#14 · Ahmednagarcell 4660011675

distance 0.41 · cross-district

#15 · Punecell 4900005388

distance 0.413

#16 · Ahmednagarcell 4660010748

distance 0.415 · cross-district

#17 · Jalnacell 4790005714

distance 0.42 · cross-district

#18 · Ahmednagarcell 4660007640

distance 0.42 · 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":4900006898}}}'

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.