Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007278

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006909

distance 0.236

#2 · Punecell 4900007522

distance 0.3

#3 · Punecell 4900007643

distance 0.372

#4 · Punecell 4900006541

distance 0.382

#5 · Raigadcell 4910003152

distance 0.385 · cross-district

#6 · Raigadcell 4910003151

distance 0.396 · cross-district

#7 · Punecell 4900006662

distance 0.408

#8 · Punecell 4900007031

distance 0.447

#9 · Raigadcell 4910003105

distance 0.451 · cross-district

#10 · Kolhapurcell 4800002599

distance 0.476 · cross-district

#11 · Punecell 4900007400

distance 0.494

#12 · Sindhudurgcell 4950003963

distance 0.497 · cross-district

#13 · Kolhapurcell 4800002313

distance 0.497 · cross-district

#14 · Kolhapurcell 4800002597

distance 0.501 · cross-district

#15 · Raigadcell 4910003446

distance 0.517 · cross-district

#16 · Raigadcell 4910002961

distance 0.518 · cross-district

#17 · Kolhapurcell 4800006089

distance 0.522 · cross-district

#18 · Punecell 4900007279

distance 0.526

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":4900007278}}}'

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.