Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003604

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

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003747

distance 0.127

#2 · Sanglicell 4930004089

distance 0.196 · cross-district

#3 · Sanglicell 4930006251

distance 0.202 · cross-district

#4 · Kolhapurcell 4800003811

distance 0.205

#5 · Dharashivcell 4880000377

distance 0.21 · cross-district

#6 · Ahmednagarcell 4660012902

distance 0.211 · cross-district

#7 · Punecell 4900004462

distance 0.213 · cross-district

#8 · Sanglicell 4930000479

distance 0.214 · cross-district

#9 · Sanglicell 4930002887

distance 0.215 · cross-district

#10 · Sanglicell 4930004369

distance 0.215 · cross-district

#11 · Ahmednagarcell 4660013023

distance 0.215 · cross-district

#12 · Sanglicell 4930000565

distance 0.215 · cross-district

#13 · Sanglicell 4930003053

distance 0.216 · cross-district

#14 · Sanglicell 4930002898

distance 0.216 · cross-district

#15 · Sanglicell 4930004387

distance 0.218 · cross-district

#16 · Punecell 4900002029

distance 0.221 · cross-district

#17 · Punecell 4900003223

distance 0.222 · cross-district

#18 · Dharashivcell 4880001049

distance 0.223 · 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":4800003604}}}'

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.