Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004786

The MH-36 locality cells most similar to this Kolhapur 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005641

distance 0.19 · cross-district

#2 · Sanglicell 4930005535

distance 0.211 · cross-district

#3 · Ahmednagarcell 4660013851

distance 0.212 · cross-district

#4 · Sataracell 4940008326

distance 0.212 · cross-district

#5 · Buldhanacell 4720003997

distance 0.214 · cross-district

#6 · Ahmednagarcell 4660001512

distance 0.218 · cross-district

#7 · Sanglicell 4930005817

distance 0.218 · cross-district

#8 · Ahmednagarcell 4660001514

distance 0.22 · cross-district

#9 · Sataracell 4940007925

distance 0.224 · cross-district

#10 · Sanglicell 4930004795

distance 0.224 · cross-district

#11 · Sanglicell 4930006308

distance 0.227 · cross-district

#12 · Sanglicell 4930004933

distance 0.228 · cross-district

#13 · Sataracell 4940007611

distance 0.229 · cross-district

#14 · Sataracell 4940007922

distance 0.23 · cross-district

#15 · Sanglicell 4930004945

distance 0.232 · cross-district

#16 · Punecell 4900001565

distance 0.234 · cross-district

#17 · Sataracell 4940007822

distance 0.234 · cross-district

#18 · Sataracell 4940008129

distance 0.236 · 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":480,"cluster_id":4800004786}}}'

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.