Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007521

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007877

distance 0.21

#2 · Punecell 4900006297

distance 0.276

#3 · Punecell 4900007399

distance 0.281

#4 · Punecell 4900006420

distance 0.281

#5 · Ahmednagarcell 4660014342

distance 0.304 · cross-district

#6 · Solapurcell 4960004709

distance 0.306 · cross-district

#7 · Punecell 4900003331

distance 0.308

#8 · Beedcell 4700004624

distance 0.312 · cross-district

#9 · Solapurcell 4960000160

distance 0.321 · cross-district

#10 · Jalgaoncell 4780009480

distance 0.321 · cross-district

#11 · Solapurcell 4960004358

distance 0.323 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001830

distance 0.327 · cross-district

#13 · Punecell 4900008100

distance 0.33

#14 · Beedcell 4700004010

distance 0.331 · cross-district

#15 · Punecell 4900000003

distance 0.331

#16 · Ahmednagarcell 4660010419

distance 0.332 · cross-district

#17 · Nashikcell 4870003859

distance 0.333 · cross-district

#18 · Punecell 4900007869

distance 0.334

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":4900007521}}}'

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.