Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004336

The MH-36 locality cells most similar to this Dharashiv 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004972

distance 0.202

#2 · Laturcell 4810002510

distance 0.226 · cross-district

#3 · Beedcell 4700008329

distance 0.233 · cross-district

#4 · Ahmednagarcell 4660007973

distance 0.235 · cross-district

#5 · Sanglicell 4930004157

distance 0.237 · cross-district

#6 · Dharashivcell 4880004889

distance 0.241

#7 · Sanglicell 4930003649

distance 0.242 · cross-district

#8 · Dharashivcell 4880004523

distance 0.242

#9 · Hingolicell 4770000341

distance 0.244 · cross-district

#10 · Hingolicell 4770000136

distance 0.244 · cross-district

#11 · Beedcell 4700005141

distance 0.245 · cross-district

#12 · Beedcell 4700006301

distance 0.245 · cross-district

#13 · Dharashivcell 4880002969

distance 0.251

#14 · Dhulecell 4740001263

distance 0.251 · cross-district

#15 · Dharashivcell 4880002652

distance 0.252

#16 · Dharashivcell 4880004337

distance 0.255

#17 · Laturcell 4810002316

distance 0.255 · cross-district

#18 · Laturcell 4810000472

distance 0.256 · 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":488,"cluster_id":4880004336}}}'

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.