Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004057

The MH-36 locality cells most similar to this Sangli 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.31

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000632

distance 0.31 · cross-district

#2 · Sataracell 4940001003

distance 0.337 · cross-district

#3 · Sataracell 4940000600

distance 0.337 · cross-district

#4 · Sataracell 4940000474

distance 0.352 · cross-district

#5 · Sataracell 4940000859

distance 0.353 · cross-district

#6 · Nashikcell 4870008071

distance 0.356 · cross-district

#7 · Sataracell 4940006846

distance 0.369 · cross-district

#8 · Sataracell 4940000811

distance 0.371 · cross-district

#9 · Sataracell 4940003008

distance 0.383 · cross-district

#10 · Sataracell 4940002677

distance 0.384 · cross-district

#11 · Sataracell 4940000953

distance 0.384 · cross-district

#12 · Sataracell 4940000704

distance 0.387 · cross-district

#13 · Jalnacell 4790006558

distance 0.387 · cross-district

#14 · Sataracell 4940000839

distance 0.396 · cross-district

#15 · Sataracell 4940000238

distance 0.4 · cross-district

#16 · Sanglicell 4930005749

distance 0.402

#17 · Sataracell 4940000686

distance 0.404 · cross-district

#18 · Sataracell 4940000692

distance 0.406 · 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":493,"cluster_id":4930004057}}}'

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.