Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680003408

The MH-36 locality cells most similar to this Amravati 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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003512

distance 0.088

#2 · Wardhacell 4980004592

distance 0.131 · cross-district

#3 · Amravaticell 4680001650

distance 0.149

#4 · Wardhacell 4980004647

distance 0.155 · cross-district

#5 · Jalnacell 4790002637

distance 0.168 · cross-district

#6 · Amravaticell 4680000515

distance 0.171

#7 · Parbhanicell 4890004427

distance 0.172 · cross-district

#8 · Amravaticell 4680002102

distance 0.176

#9 · Yavatmalcell 5000010770

distance 0.177 · cross-district

#10 · Wardhacell 4980004123

distance 0.178 · cross-district

#11 · Yavatmalcell 5000011469

distance 0.179 · cross-district

#12 · Wardhacell 4980004743

distance 0.182 · cross-district

#13 · Jalgaoncell 4780001489

distance 0.182 · cross-district

#14 · Wardhacell 4980002692

distance 0.184 · cross-district

#15 · Yavatmalcell 5000009664

distance 0.184 · cross-district

#16 · Jalnacell 4790004243

distance 0.185 · cross-district

#17 · Amravaticell 4680007383

distance 0.186

#18 · Wardhacell 4980004601

distance 0.189 · 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":468,"cluster_id":4680003408}}}'

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.