Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010019

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

0.354

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005579

distance 0.354 · cross-district

#2 · Punecell 4900006159

distance 0.365

#3 · Punecell 4900003300

distance 0.387

#4 · Punecell 4900005776

distance 0.395

#5 · Jalgaoncell 4780006067

distance 0.402 · cross-district

#6 · Ahmednagarcell 4660011418

distance 0.407 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003022

distance 0.414 · cross-district

#8 · Jalgaoncell 4780006089

distance 0.416 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003017

distance 0.423 · cross-district

#10 · Beedcell 4700001186

distance 0.429 · cross-district

#11 · Sataracell 4940006689

distance 0.433 · cross-district

#12 · Solapurcell 4960008142

distance 0.437 · cross-district

#13 · Sanglicell 4930005839

distance 0.441 · cross-district

#14 · Parbhanicell 4890003838

distance 0.444 · cross-district

#15 · Washimcell 4990001108

distance 0.445 · cross-district

#16 · Punecell 4900001222

distance 0.445

#17 · Jalgaoncell 4780009300

distance 0.446 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002075

distance 0.448 · 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":4900010019}}}'

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.