Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006785

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 5 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.347

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006662

distance 0.347

#2 · Raigadcell 4910003490

distance 0.49 · cross-district

#3 · Raigadcell 4910003152

distance 0.498 · cross-district

#4 · Thanecell 4970003279

distance 0.517 · cross-district

#5 · Raigadcell 4910003235

distance 0.526 · cross-district

#6 · Punecell 4900006909

distance 0.583

#7 · Raigadcell 4910003106

distance 0.584 · cross-district

#8 · Punecell 4900006663

distance 0.599

#9 · Punecell 4900009098

distance 0.606

#10 · Ahmednagarcell 4660010640

distance 0.635 · cross-district

#11 · Ratnagiricell 4920001755

distance 0.635 · cross-district

#12 · Thanecell 4970002338

distance 0.644 · cross-district

#13 · Thanecell 4970002265

distance 0.662 · cross-district

#14 · Punecell 4900007278

distance 0.669

#15 · Punecell 4900007643

distance 0.67

#16 · Thanecell 4970002963

distance 0.673 · cross-district

#17 · Thanecell 4970002681

distance 0.689 · cross-district

#18 · Thanecell 4970003013

distance 0.706 · 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":4900006785}}}'

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.