Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005148

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001966

distance 0.165 · cross-district

#2 · Punecell 4900005011

distance 0.172

#3 · Punecell 4900002351

distance 0.193

#4 · Jalgaoncell 4780008856

distance 0.193 · cross-district

#5 · Ahmednagarcell 4660001873

distance 0.198 · cross-district

#6 · Jalgaoncell 4780007602

distance 0.198 · cross-district

#7 · Jalgaoncell 4780008647

distance 0.2 · cross-district

#8 · Jalgaoncell 4780007357

distance 0.202 · cross-district

#9 · Jalgaoncell 4780007356

distance 0.209 · cross-district

#10 · Beedcell 4700001810

distance 0.209 · cross-district

#11 · Jalgaoncell 4780008540

distance 0.209 · cross-district

#12 · Jalgaoncell 4780006680

distance 0.21 · cross-district

#13 · Jalgaoncell 4780007862

distance 0.212 · cross-district

#14 · Ahmednagarcell 4660002076

distance 0.215 · cross-district

#15 · Jalgaoncell 4780006542

distance 0.218 · cross-district

#16 · Jalgaoncell 4780006694

distance 0.22 · cross-district

#17 · Jalgaoncell 4780007966

distance 0.22 · cross-district

#18 · Ahmednagarcell 4660002077

distance 0.22 · 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":4900005148}}}'

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.