Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013319

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

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013340

distance 0.076

#2 · Punecell 4900013298

distance 0.12

#3 · Punecell 4900013339

distance 0.122

#4 · Punecell 4900013267

distance 0.177

#5 · Punecell 4900013341

distance 0.231

#6 · Sataracell 4940007949

distance 0.273 · cross-district

#7 · Punecell 4900013297

distance 0.304

#8 · Sataracell 4940007948

distance 0.333 · cross-district

#9 · Parbhanicell 4890005322

distance 0.36 · cross-district

#10 · Sataracell 4940007844

distance 0.386 · cross-district

#11 · Parbhanicell 4890005350

distance 0.416 · cross-district

#12 · Parbhanicell 4890004973

distance 0.452 · cross-district

#13 · Jalgaoncell 4780004274

distance 0.457 · cross-district

#14 · Jalgaoncell 4780004159

distance 0.46 · cross-district

#15 · Gondiacell 4760001521

distance 0.471 · cross-district

#16 · Nagpurcell 4840007525

distance 0.476 · cross-district

#17 · Hingolicell 4770002539

distance 0.478 · cross-district

#18 · Sataracell 4940001925

distance 0.486 · 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":4900013319}}}'

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.