Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004718

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

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006285

distance 0.241

#2 · Punecell 4900007142

distance 0.266

#3 · Punecell 4900002353

distance 0.286

#4 · Punecell 4900005778

distance 0.3

#5 · Punecell 4900005905

distance 0.309

#6 · Kolhapurcell 4800003869

distance 0.319 · cross-district

#7 · Ahmednagarcell 4660011256

distance 0.328 · cross-district

#8 · Jalnacell 4790004336

distance 0.339 · cross-district

#9 · Ahmednagarcell 4660002640

distance 0.341 · cross-district

#10 · Nashikcell 4870003827

distance 0.344 · cross-district

#11 · Beedcell 4700000986

distance 0.344 · cross-district

#12 · Sataracell 4940005466

distance 0.347 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002485

distance 0.348 · cross-district

#14 · Laturcell 4810004550

distance 0.355 · cross-district

#15 · Sataracell 4940007717

distance 0.356 · cross-district

#16 · Sanglicell 4930003952

distance 0.358 · cross-district

#17 · Ahmednagarcell 4660014253

distance 0.359 · cross-district

#18 · Kolhapurcell 4800005043

distance 0.36 · 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":4900004718}}}'

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.