Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005689

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006665

distance 0.198

#2 · Punecell 4900006423

distance 0.228

#3 · Punecell 4900004878

distance 0.231

#4 · Punecell 4900006544

distance 0.267

#5 · Punecell 4900007543

distance 0.273

#6 · Punecell 4900004747

distance 0.299

#7 · Punecell 4900004602

distance 0.329

#8 · Punecell 4900004466

distance 0.332

#9 · Punecell 4900006917

distance 0.334

#10 · Raigadcell 4910001912

distance 0.338 · cross-district

#11 · Raigadcell 4910002019

distance 0.346 · cross-district

#12 · Raigadcell 4910003013

distance 0.346 · cross-district

#13 · Punecell 4900005284

distance 0.347

#14 · Raigadcell 4910001919

distance 0.35 · cross-district

#15 · Punecell 4900007416

distance 0.358

#16 · Raigadcell 4910001961

distance 0.359 · cross-district

#17 · Raigadcell 4910002566

distance 0.363 · cross-district

#18 · Punecell 4900006918

distance 0.366

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":4900005689}}}'

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.